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benchmark panel","medium","non_genomic","cDNA",200,10000,0.80303,0.799435,0.8,0.810606,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.80303,0.799435,0.8,0.814394,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.80303,0.799242,0.8,0.881313,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.80303,0.799435,0.8,0.814394,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,1,"mnpo_knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,1,"mnpo_knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,1,"mnpo_knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,1,"mnpo_knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.815657,1,"mnpo_dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,1,"mnpo_knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773567,0.775,0.848485,3,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.775253,0.773567,0.775,0.848485,3,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS 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Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.758207,0.755002,0.75625,0.772096,4,"tune_first_ensemble_lr__elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.757576,0.758122,0.7625,0.832702,4,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.757576,0.758122,0.7625,0.832702,4,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.757576,0.75,0.75,0.886364,1,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 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Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.75303,0.752177,0.755,0.813131,5,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.767677,1,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.830808,1,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.861111,1,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS 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(NIPS 2003 FS Challenge)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.75,0.748586,0.75,0.82702,2,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.75,0.748586,0.75,0.82702,2,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.75,0.748586,0.75,0.82702,2,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.749495,0.74744,0.75,0.835859,5,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.748737,0.747919,0.75,0.763889,4,"mnpo_ensemble_lr__elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.748737,0.747919,0.75,0.763889,4,"mnpo_ensemble_lr__elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.748737,0.747919,0.75,0.763889,4,"mnpo_ensemble_lr__elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.747475,0.74656,0.75,0.797138,3,"mnpo_cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.85101,1,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.85101,1,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.744949,0.745537,0.75,0.818182,2,"mnpo_elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.744949,0.745537,0.75,0.818182,2,"mnpo_elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.744949,0.745457,0.75,0.868687,2,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.744949,0.720635,0.725,0.758838,1,"mnpo_ensemble_lr__knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.744949,0.720635,0.725,0.758838,1,"mnpo_ensemble_lr__knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.744949,0.720635,0.725,0.758838,1,"mnpo_ensemble_lr__knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.744949,0.720635,0.725,0.758838,1,"tune_first_ensemble_lr__knn"],["arcene_nips03","ARCENE (NIPS 2003 FS 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subset","medium","non_genomic","cDNA",200,10000,0.742929,0.742653,0.745,0.810101,5,"bc_svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.742929,0.742653,0.745,0.810101,5,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.742424,0.744246,0.75,0.79798,1,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.742424,0.744246,0.75,0.823232,1,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.741919,0.741849,0.745,0.812121,5,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.740404,0.736468,0.74,0.838131,5,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.739899,0.723444,0.725,0.763889,1,"tune_first_ensemble_elastic_net_lr__nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.739899,0.723444,0.725,0.763889,1,"tune_first_ensemble_elastic_net_lr__nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.739394,0.735133,0.74,0.80303,5,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.738215,0.738025,0.741667,0.819024,3,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.738215,0.738025,0.741667,0.819024,3,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.738215,0.738025,0.741667,0.822391,3,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.738215,0.738025,0.741667,0.819024,3,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.736111,0.733977,0.7375,0.766414,2,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.736111,0.733977,0.7375,0.766414,2,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.734848,0.72401,0.725,0.757576,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.734848,0.72401,0.725,0.757576,2,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.733586,0.734055,0.7375,0.813131,2,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.733586,0.734055,0.7375,0.813131,2,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.732193,0.735,0.818687,5,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.732828,0.731771,0.735,0.814646,5,"svm_rbf"],["arcene_nips03","ARCENE (NIPS 2003 FS 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(NIPS 2003 FS Challenge)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.775253,1,"mnpo_elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.775253,1,"mnpo_elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.775253,1,"mnpo_elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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(NIPS 2003 FS Challenge)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.689394,0.673162,0.675,0.782828,1,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",200,10000,0.688889,0.678154,0.68,0.744949,5,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.688889,0.678154,0.68,0.744949,5,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",200,10000,0.679293,0.674797,0.675,0.722222,1,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS 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benchmark panel","medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.964286,2,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,1,"mnpo_nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.940476,1,"mnpo_ensemble_dlda__svm_linear__elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.988095,1,"mnpo_ensemble_nb__svm_linear__elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel","medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.97619,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.964286,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.833333,0.75,0.8,1.0,1,"elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 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panel","medium","genomics","cDNA",50,12625,0.805556,0.760317,0.766667,0.966931,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.754167,0.766667,0.940476,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.805556,0.757937,0.766667,0.94709,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 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panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.780476,0.8,0.942857,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.8,0.784286,0.84,0.961905,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.71756,0.75,0.994048,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.771429,0.85,0.958333,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.77381,0.85,0.924603,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.791667,0.795238,0.75,0.910714,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.783333,0.757143,0.74,0.918254,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.777778,0.758135,0.8,0.968254,3,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.777778,0.74127,0.733333,0.907407,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.777778,0.729365,0.733333,0.931217,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.770833,0.747024,0.775,0.951389,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.770833,0.747024,0.775,0.94246,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.770833,0.739286,0.725,0.94246,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.766667,0.741429,0.8,0.94127,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.766667,0.730238,0.76,0.927778,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.766667,0.730238,0.76,0.927778,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.766667,0.739881,0.76,0.947619,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.734354,0.757143,0.924036,7,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.721548,0.7,0.933333,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.730357,0.766667,0.955026,3,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.707143,0.8,0.956349,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.687698,0.7,0.944444,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.666667,0.7,0.934524,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.940476,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.730952,0.8,0.968254,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.72381,0.7,0.916667,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.705952,0.7,0.940476,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.928571,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.916667,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.71627,0.7,0.875661,3,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.714286,0.7,0.927249,3,"mnpo_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.672619,0.7,0.880952,1,"mnpo_dbda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.904762,1,"mnpo_spatial_median_da"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.785714,1,"mnpo_ensemble_dlda__svm_linear__nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.785714,1,"mnpo_ensemble_dlda__svm_linear__nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.589286,0.7,0.940476,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.785714,1,"mnpo_ensemble_dlda__svm_linear__nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.714762,0.78,0.926984,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.721429,0.75,0.920635,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.928571,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,1,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,1,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,1,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.759524,0.7,0.928571,1,"mnpo_cpda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,1,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.928571,1,"svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.819444,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.733333,0.688214,0.72,0.933333,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.733333,0.695238,0.68,0.896825,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.733333,0.7,0.68,0.915873,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.733333,0.708571,0.8,0.953175,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.733333,0.689524,0.72,0.946825,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.729167,0.691667,0.725,0.915675,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.729167,0.693155,0.725,0.939484,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.729167,0.646726,0.725,0.930556,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.72619,0.682738,0.7,0.910998,7,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.72619,0.682738,0.7,0.910998,7,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.722222,0.674008,0.8,0.943122,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.716667,0.693452,0.74,0.94127,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.716667,0.684286,0.7,0.915873,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.654762,0.65,0.890873,2,"svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.682738,0.7,0.894841,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.66503,0.7,0.934524,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.671429,0.65,0.928571,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.654762,0.65,0.884921,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.708333,0.649107,0.7,0.924603,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.682619,0.76,0.942063,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.659524,0.68,0.934921,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.660119,0.68,0.934921,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.657619,0.68,0.928571,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.6625,0.76,0.937302,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.652024,0.68,0.907937,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.7,0.658333,0.68,0.92619,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.694444,0.631151,0.7,0.957672,3,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.694444,0.604563,0.7,0.93254,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.694444,0.644643,0.7,0.90873,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.694444,0.651587,0.7,0.904762,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.690476,0.664031,0.685714,0.907596,7,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6875,0.667262,0.725,0.960317,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6875,0.663095,0.675,0.920635,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6875,0.627679,0.675,0.905754,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6875,0.647024,0.675,0.90377,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.683333,0.660476,0.74,0.939683,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.683333,0.6425,0.7,0.934127,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.683333,0.63869,0.66,0.906349,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.683333,0.640119,0.7,0.909524,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.97619,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.65129,0.7,0.910714,6,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.589286,0.6,0.904762,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.621429,0.64,0.876984,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.638571,0.68,0.912698,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.637024,0.68,0.907937,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.928571,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.616071,0.64,0.892063,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.627024,0.68,0.897619,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,1.0,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.651429,0.68,0.865873,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.936508,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.952381,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.936508,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.61627,0.733333,0.900794,3,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.896825,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.633452,0.68,0.906349,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.928571,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.625,0.6,0.845238,1,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.902778,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.81746,1,"nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.81746,1,"nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.81746,1,"nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.845238,1,"mnpo_nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.617262,0.6,0.849206,2,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.81746,1,"nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.765873,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.765873,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.60119,0.6,0.815476,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.869048,1,"mnpo_ensemble_lr__nb__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.765873,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.652778,0.637401,0.683333,0.919312,6,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.65,0.620238,0.7,0.942857,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.65,0.613929,0.66,0.919841,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.645833,0.622024,0.675,0.91369,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.645833,0.585863,0.625,0.891865,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.645833,0.579167,0.625,0.897817,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.638889,0.583333,0.566667,0.899471,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.638889,0.583333,0.633333,0.87037,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.638889,0.563294,0.566667,0.87963,3,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.633333,0.58631,0.6,0.914286,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.625,0.588095,0.75,0.920635,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.625,0.579315,0.65,0.876984,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.625,0.522024,0.55,0.859127,2,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.625,0.590476,0.55,0.85119,2,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.625,0.585119,0.65,0.871032,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.616667,0.577024,0.66,0.922222,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.616667,0.585238,0.66,0.892857,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.614583,0.56183,0.6125,0.881448,8,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6,0.558929,0.6,0.889683,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.6,0.555476,0.6,0.887302,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.563095,0.6,0.82209,6,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.53881,0.58,0.911111,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.525119,0.58,0.886508,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.566071,0.6,0.946429,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.531746,0.633333,0.875661,3,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.552381,0.7,0.890873,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.550595,0.55,0.871032,4,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.912698,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.554762,0.7,0.906746,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.537202,0.7,0.93254,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.52881,0.58,0.887302,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.960317,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.441667,0.5,0.781746,1,"gqda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.441667,0.5,0.781746,1,"gqda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.441667,0.5,0.781746,1,"gqda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.491667,0.5,0.857143,1,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.533333,0.5,0.81746,1,"mnpo_spatial_median_da"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.952381,1,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.532143,0.62,0.85,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.441667,0.5,0.781746,1,"gqda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,1.0,1,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.583333,0.580952,0.7,0.900794,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.566667,0.527381,0.6,0.871429,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.566667,0.537619,0.6,0.872222,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.566667,0.535119,0.56,0.873016,5,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.566667,0.502024,0.56,0.879365,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.555556,0.503571,0.533333,0.851852,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.527778,0.48254,0.5,0.832011,3,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.516667,0.458571,0.5,0.857143,5,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,0.952381,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,1,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,1,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.468155,0.6,0.890873,2,"mnpo_near_subspace"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.900794,1,"elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.769841,1,"mnpo_near_subspace"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.458333,0.380952,0.55,0.849206,2,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.724206,1,"mnpo_ensemble_nb__lr__elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,12625,0.25,0.225,0.3,0.761905,1,"mnpo_dbda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.808081,0.8,0.8,0.717172,1,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.79798,0.79798,0.8,0.777778,1,"svm_rbf"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.79798,0.79798,0.8,0.777778,1,"svm_rbf"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.79798,0.79798,0.8,0.777778,1,"svm_rbf"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.762626,0.749373,0.75,0.89899,1,"knn"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.752525,0.749373,0.75,0.727273,1,"mnpo_tabm"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.752525,0.749373,0.75,0.727273,1,"mnpo_tabm"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.752525,0.749373,0.75,0.727273,1,"mnpo_tabm"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.752525,0.749373,0.75,0.727273,1,"mnpo_tabm"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.848485,1,"svm_linear"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.848485,1,"svm_linear"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.79798,1,"svm_rbf"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.787879,1,"mnpo_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.742424,0.744246,0.75,0.717172,1,"nb"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.732323,0.733333,0.75,0.848485,1,"nb"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.727273,0.6875,0.7,0.515152,1,"lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.727273,0.6875,0.7,0.505051,1,"lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.727273,0.6875,0.7,0.585859,1,"mnpo_tabm"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.707071,0.69697,0.7,0.681818,2,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.707071,0.699248,0.7,0.777778,2,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.705387,0.697797,0.7,0.69697,6,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.70202,0.687113,0.69,0.664646,5,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.69697,1,"nb"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.69697,1,"nb"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.777778,1,"elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.79798,1,"rp_ensemble"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.79798,1,"rp_ensemble"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.79798,1,"rp_ensemble"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.79798,1,"rp_ensemble"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.777778,1,"mnpo_cpda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.69697,0.7,0.737374,1,"mnpo_ensemble_dlda__elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.69697,0.68802,0.7,0.800505,2,"knn"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.688552,0.683041,0.683333,0.710438,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.655193,0.666667,0.673401,3,"mnpo_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.662063,0.666667,0.643098,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.662063,0.666667,0.643098,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.662063,0.666667,0.643098,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.662063,0.666667,0.643098,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.683502,0.662063,0.666667,0.643098,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.681818,0.66728,0.67,0.666667,5,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.681818,0.626667,0.65,0.666667,1,"nb"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.679293,0.670103,0.675,0.684343,2,"mnpo_ensemble_lr__elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.679293,0.670103,0.675,0.684343,2,"mnpo_ensemble_lr__elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.679293,0.670103,0.675,0.684343,2,"mnpo_ensemble_lr__elastic_net_lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.676768,0.673046,0.675,0.717172,4,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.674242,0.672123,0.675,0.691919,2,"lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.673401,0.666082,0.666667,0.737374,3,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.671717,0.641944,0.65,0.505051,1,"lr"],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",97,24481,0.671717,0.641944,0.65,0.616162,1,"dlda"],["breast_vantveer","Breast Cancer Prognosis (van 't 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(Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.945455,0.94123,0.957143,0.997934,2,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.945455,0.94123,0.957143,0.997934,2,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.945455,0.94123,0.957143,0.997934,2,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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(Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.933333,0.928186,0.961905,0.997731,3,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.931818,0.931129,0.971429,0.996983,2,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.931818,0.917749,0.971429,1.0,2,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.931818,0.940476,0.957143,0.995179,2,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.931818,0.923898,0.957143,0.474825,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.930303,0.912266,0.942857,1.0,2,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.930303,0.931472,0.954286,0.997778,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark 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(Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.909091,0.900826,0.971429,0.460787,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.908485,0.905596,0.948571,0.998931,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.908333,0.902579,0.95,0.994747,4,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.89798,0.893806,0.933333,0.991934,3,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.89697,0.879966,0.904762,0.989953,3,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.896364,0.884631,0.931429,0.987514,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.895758,0.887177,0.92,0.99807,5,"dlda"],["carcinom_11class","Carcinom 11-class 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(Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.840606,0.829829,0.902857,0.993229,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.84,0.826766,0.891429,0.978694,5,"svm_linear"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.84,0.826766,0.891429,0.978694,5,"svm_linear"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.838788,0.824782,0.914286,0.99109,5,"dlda"],["carcinom_11class","Carcinom 11-class 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(Scikit-feature)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.835758,0.831011,0.897143,0.994382,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.835152,0.834545,0.885714,0.983209,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.835152,0.808707,0.908571,0.989316,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.835152,0.834215,0.88,0.996823,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.834545,0.806797,0.908571,0.985088,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833939,0.831224,0.885714,0.991199,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.803817,0.885714,0.996379,1,"svm_linear"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.809052,0.885714,0.972624,1,"dlda"],["carcinom_11class","Carcinom 11-class 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(Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.832468,0.914286,0.997326,1,"tabm"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.825758,0.914286,0.985795,1,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.832468,0.914286,0.997326,1,"tabm"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.833333,0.832468,0.914286,0.997326,1,"mnpo_dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.831843,0.907143,0.989143,4,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.825758,0.914286,0.985795,1,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.833333,0.832468,0.914286,0.997326,1,"tabm"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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(Scikit-feature)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.830303,0.808664,0.857143,0.989411,1,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.830303,0.829876,0.857143,0.997245,1,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.829697,0.826698,0.902857,0.992898,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.828788,0.810931,0.857143,0.991949,2,"lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS 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(Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.814545,0.812082,0.891429,0.99102,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.813131,0.8114,0.895238,0.985365,3,"mnpo_elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.812121,0.813386,0.902857,0.97146,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.986742,1,"mnpo_elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.986742,1,"mnpo_elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.986742,1,"mnpo_elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"mnpo_elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.555673,1,"tune_first_ensemble_elastic_net_lr__knn__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.555673,1,"tune_first_ensemble_knn__elastic_net_lr__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.555673,1,"tune_first_ensemble_elastic_net_lr__knn__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.985795,1,"elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.555673,1,"mnpo_ensemble_elastic_net_lr__knn__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.80303,0.801259,0.885714,0.555673,1,"mnpo_ensemble_elastic_net_lr__knn__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.801818,0.796127,0.885714,0.991603,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.801515,0.794389,0.885714,0.989669,2,"mnpo_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.8,0.776912,0.885714,0.484589,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.787879,0.778749,0.914286,0.988358,1,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.784848,0.762243,0.845714,0.978833,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.78303,0.771697,0.868571,0.974712,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.781818,0.77288,0.851429,0.974317,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.77697,0.780634,0.851429,0.977676,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.774545,0.760314,0.84,0.987766,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.773939,0.771846,0.834286,0.970193,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.772727,0.770956,0.857143,0.994318,1,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.769697,0.758814,0.84,0.970975,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.767879,0.761688,0.857143,0.981033,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.763636,0.757354,0.84,0.967689,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.76303,0.754386,0.828571,0.979025,5,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.709091,0.71973,0.8,0.534903,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",174,9182,0.415152,0.340464,0.588571,0.685546,5,"pls_da_classifier"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",174,9182,0.415152,0.340464,0.588571,0.685546,5,"pls_da_classifier"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.90303,0.90389,0.869565,0.954196,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.885455,0.884562,0.843478,0.902284,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.872727,0.872727,0.826087,0.908353,1,"svm_linear"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.872727,0.872727,0.826087,0.905866,1,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.860606,0.859161,0.811594,0.925356,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.856061,0.856491,0.804348,0.890579,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.856061,0.856491,0.804348,0.895629,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.854545,0.854011,0.804348,0.882964,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.853939,0.852917,0.8,0.876838,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.853333,0.852766,0.8,0.899231,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.852727,0.852186,0.8,0.889052,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.852727,0.852239,0.8,0.888042,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.847879,0.845893,0.791304,0.895159,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.847879,0.845893,0.791304,0.895159,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.847273,0.846566,0.791304,0.883963,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.846667,0.843515,0.791304,0.894141,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.846061,0.845657,0.791304,0.900249,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.842424,0.84127,0.782609,0.91857,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.842424,0.84127,0.782609,0.798951,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.840152,0.840363,0.782609,0.893124,4,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.84,0.839986,0.782609,0.892106,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.84,0.838429,0.782609,0.912463,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.839394,0.839817,0.782609,0.867677,1,"knn"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.839394,0.835402,0.782609,0.907071,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.839394,0.839817,0.782609,0.862587,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.839394,0.839647,0.782609,0.886762,4,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.839394,0.839817,0.782609,0.862587,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel","medium","genomics","cDNA",111,11340,0.822727,0.823057,0.76087,0.885451,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.821818,0.821081,0.756522,0.872766,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.821212,0.818185,0.756522,0.866659,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.819192,0.818943,0.753623,0.874463,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark 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panel","medium","genomics","cDNA",111,11340,0.807879,0.807711,0.73913,0.868695,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.807879,0.807042,0.73913,0.876838,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.806667,0.804347,0.73913,0.871748,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.806061,0.805556,0.73913,0.859946,1,"svm_linear"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.802424,0.801007,0.730435,0.881927,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.801818,0.801187,0.730435,0.86157,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.801818,0.800715,0.730435,0.867677,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.801212,0.796293,0.730435,0.881927,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.79899,0.798653,0.724638,0.855802,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.79899,0.797523,0.724638,0.874463,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.79697,0.796183,0.724638,0.837141,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.79697,0.792417,0.717391,0.359127,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_boruta","M_RAW","FS 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(Scikit-feature)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.79065,0.717391,0.861325,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.790909,0.789251,0.717391,0.872766,2,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.839627,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777374,0.695652,0.837141,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.860101,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.801554,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.872688,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.372955,1,"mnpo_ensemble_elastic_net_lr__lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.372955,1,"mnpo_ensemble_elastic_net_lr__lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.372955,1,"mnpo_ensemble_elastic_net_lr__lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.777778,0.776608,0.695652,0.849858,6,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.777273,0.776761,0.695652,0.844775,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.775758,0.775505,0.695652,0.852409,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.834615,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.857498,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.837141,1,"nsc"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.774747,0.773474,0.695652,0.882945,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.774242,0.772578,0.695652,0.819328,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.773737,0.769837,0.695652,0.854105,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.772727,0.769412,0.695652,0.832012,1,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.772727,0.769412,0.695652,0.839627,1,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.772727,0.715,0.695652,0.852486,1,"gqda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.772727,0.769412,0.695652,0.882945,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.772727,0.769412,0.695652,0.882945,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.771429,0.770678,0.689441,0.824781,7,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.771212,0.770295,0.688406,0.800667,6,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.769697,0.767316,0.684783,0.834596,4,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.768939,0.767642,0.684783,0.857498,4,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.768939,0.767642,0.684783,0.857498,4,"mnpo_dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.768939,0.768936,0.684783,0.852409,4,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.765657,0.764754,0.681159,0.860917,3,"mnpo_elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.763636,0.761688,0.673913,0.848582,2,"mnpo_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.76303,0.762537,0.678261,0.847319,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.762121,0.757652,0.673913,0.816783,4,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.761818,0.767634,0.713043,0.848329,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.761616,0.756575,0.673913,0.825265,6,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.760606,0.759259,0.673913,0.867696,2,"mnpo_elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.760606,0.759259,0.673913,0.867696,2,"mnpo_elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.759091,0.757433,0.673913,0.819328,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.759091,0.758242,0.673913,0.851166,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.756364,0.764752,0.704348,0.856488,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.754113,0.75079,0.664596,0.818237,7,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.754113,0.75079,0.664596,0.818237,7,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.688373,0.652174,0.802836,2,"realmlp"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.688373,0.652174,0.802836,2,"realmlp"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.857498,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.877855,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.877855,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.877855,1,"dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.826884,1,"mnpo_rp_ensemble"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.746032,0.652174,0.758256,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.814239,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.74697,0.743707,0.652174,0.848601,2,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.746465,0.745455,0.652174,0.84223,3,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.743687,0.652174,0.801515,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.743687,0.652174,0.839685,2,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.841997,1,"mnpo_svm_rbf"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.786247,1,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.837141,1,"mnpo_dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS 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benchmark panel","medium","genomics","cDNA",111,11340,0.701515,0.689686,0.597826,0.784343,4,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.694697,0.702734,0.630435,0.808547,4,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.688485,0.681409,0.573913,0.750622,5,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,11340,0.684848,0.681818,0.565217,0.783722,1,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(Pomeroy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.71875,0.695238,0.708333,0.6875,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.71875,0.715406,0.75,0.71875,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.71875,0.71875,0.75,0.703125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.71875,0.695238,0.708333,0.75,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 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(Pomeroy)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.657143,0.666667,0.78125,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.65625,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.671875,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.84375,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.625,1,"cpda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.75,1,"mnpo_bc_svm_linear"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.75,1,"mnpo_bc_svm_linear"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.625,1,"cpda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"mnpo_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"mnpo_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"mnpo_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.677311,0.708333,0.703125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.662381,0.683333,0.73125,5,"rff_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.657143,0.666667,0.65625,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.625,1,"cpda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"tune_first_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"tune_first_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"tune_first_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"tune_first_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.734375,1,"tune_first_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"tune_first_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,1,"tune_first_ensemble_elastic_net_lr__lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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panel","medium","genomics","cDNA",60,7129,0.65625,0.661239,0.708333,0.6875,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.65625,0.661239,0.708333,0.648438,2,"tune_first_ensemble_elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.65625,0.641071,0.666667,0.578125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.65625,0.641071,0.666667,0.578125,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.65,0.636162,0.666667,0.61875,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.645833,0.650171,0.694444,0.666667,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.645833,0.636726,0.666667,0.604167,3,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.645833,0.62328,0.638889,0.65625,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.645833,0.650171,0.722222,0.541667,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.640625,0.632733,0.666667,0.65625,4,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6375,0.612748,0.633333,0.625,5,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6375,0.613946,0.633333,0.6875,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6375,0.615473,0.633333,0.6375,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.6375,0.612748,0.633333,0.625,5,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.6375,0.612748,0.633333,0.625,5,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.62292,0.666667,0.58125,5,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.485714,0.5,0.625,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.61559,0.654762,0.678571,7,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.606349,0.625,0.5625,2,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.626517,0.666667,0.734375,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.6171,0.645833,0.625,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.61398,0.65,0.59375,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.65625,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.596296,0.611111,0.708333,3,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.612566,0.638889,0.583333,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.607493,0.638889,0.614583,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.614683,0.638889,0.5625,3,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.602544,0.625,0.570312,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.75,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.75,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.625,0.61014,0.638889,0.677083,3,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.625,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.75,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.6171,0.645833,0.625,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.59375,2,"mnpo_realmlp"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.75,1,"mnpo_svm_linear"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555357,0.583333,0.609375,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555267,0.583333,0.575,5,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555195,0.583333,0.59375,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.507512,0.516667,0.55625,5,"spatial_median_da"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.59375,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.46875,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.59375,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.537386,0.566667,0.6375,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.529911,0.55,0.59375,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.520613,0.533333,0.5875,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.534865,0.541667,0.640625,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.53125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555357,0.583333,0.640625,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.53125,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.53125,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.557781,0.604167,0.570312,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.549619,0.583333,0.546875,4,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555423,0.611111,0.604167,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555357,0.583333,0.546875,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555423,0.611111,0.59375,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555423,0.583333,0.552083,3,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.557878,0.604167,0.601562,4,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.46875,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.625,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555357,0.583333,0.546875,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5625,1,"mnpo_dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5625,1,"mnpo_dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5625,1,"mnpo_dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.541084,0.583333,0.54375,5,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.59375,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.46875,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.59375,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"mnpo_cpda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"tune_first_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"tune_first_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"tune_first_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"tune_first_ensemble_dlda__nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"tune_first_ensemble_dlda__nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"tune_first_ensemble_dlda__nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"tune_first_ensemble_dlda__elastic_net_lr__nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.59375,1,"tune_first_ensemble_dlda__nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.625,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.53125,1,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5625,0.560399,0.625,0.578125,2,"mnpo_ensemble_dlda__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555195,0.583333,0.59375,4,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5625,1,"mnpo_dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5625,1,"mnpo_dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.5,0.5,0.4375,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555207,0.583333,0.583333,3,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.5,1,"mnpo_elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.5625,0.555033,0.583333,0.65625,2,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.55,0.541508,0.583333,0.5875,5,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.55,0.508232,0.516667,0.5625,5,"dbda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.55,0.508232,0.516667,0.5625,5,"dbda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.55,0.55212,0.616667,0.525,5,"tabm"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.546875,0.544062,0.583333,0.507812,4,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.546875,0.519552,0.541667,0.585938,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.546875,0.523286,0.541667,0.539062,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.546875,0.526851,0.541667,0.523438,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.515625,0.5,0.5625,0.523438,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.515625,0.5,0.5625,0.523438,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.515625,0.5,0.5625,0.523438,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.515625,0.5,0.5625,0.523438,4,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5125,0.483803,0.55,0.53125,5,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5,1,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.495798,0.583333,0.5,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.495798,0.583333,0.53125,1,"svm_rbf"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.454193,0.5,0.53125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.375893,0.416667,0.484375,2,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.4375,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.46875,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.5,1,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.4375,1,"tune_first_ensemble_lr__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.4375,1,"tune_first_ensemble_lr__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.46875,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.46875,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.434921,0.5,0.46875,2,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.375,1,"elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.414566,0.541667,0.625,2,"svm_linear"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.4375,1,"mnpo_ensemble_lr__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.4375,1,"mnpo_ensemble_lr__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.4375,1,"mnpo_ensemble_lr__elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.5,1,"mnpo_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.375,0.333333,0.5,0.5625,1,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.375,0.377778,0.416667,0.34375,1,"dlda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.375,0.341128,0.375,0.3125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.375,0.341128,0.375,0.3125,2,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.375,0.375893,0.416667,0.375,2,"elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.375,0.333333,0.5,0.625,1,"svm_linear"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.375,0.2,0.25,0.53125,1,"mnpo_nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.4375,1,"elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.4375,1,"elastic_net_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.244755,0.25,0.5,1,"mnpo_nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"mnpo_sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"mnpo_sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"mnpo_sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"mnpo_sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,1,"sglnn"],["colon_alon","Colon Cancer (Alon)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"knn"],["colon_alon","Colon Cancer (Alon)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_nb__dlda"],["colon_alon","Colon Cancer (Alon)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9375,2,"tabpfn"],["colon_alon","Colon Cancer (Alon)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,1.0,2,"nb"],["colon_alon","Colon Cancer (Alon)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9875,2,"nb"],["colon_alon","Colon Cancer (Alon)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9375,2,"knn"],["colon_alon","Colon Cancer (Alon)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.96875,0.960606,0.961538,0.9625,2,"knn"],["colon_alon","Colon Cancer (Alon)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9675,0.967249,0.969231,0.985,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.9875,2,"knn"],["colon_alon","Colon Cancer (Alon)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.925,2,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.9875,2,"knn"],["colon_alon","Colon Cancer (Alon)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.95,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.95,0.957516,0.961538,0.94375,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9475,0.950255,0.953846,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.966667,3,"knn"],["colon_alon","Colon Cancer (Alon)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.945833,0.945415,0.948718,0.975,3,"dlda"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.94375,0.939364,0.942308,0.9625,4,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9425,0.935734,0.938462,1.0,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9425,0.935734,0.938462,0.94,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"knn"],["colon_alon","Colon Cancer (Alon)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,1,"tabpfn"],["colon_alon","Colon Cancer (Alon)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,1,"tabpfn"],["colon_alon","Colon Cancer (Alon)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,1,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"lr"],["colon_alon","Colon Cancer (Alon)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"knn"],["colon_alon","Colon Cancer (Alon)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,2,"lr"],["colon_alon","Colon Cancer (Alon)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,1,"nsc"],["colon_alon","Colon Cancer (Alon)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,1,"nsc"],["colon_alon","Colon Cancer (Alon)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,1,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,1,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,1,"mnpo_realmlp"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,1,"mnpo_realmlp"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"knn"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,2,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,1,"mnpo_gqda"],["colon_alon","Colon Cancer (Alon)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,1,"tune_first_ensemble_dlda__elastic_net_lr__nb"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,1,"mnpo_ensemble_elastic_net_lr__dlda"],["colon_alon","Colon Cancer (Alon)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,1,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.935,0.934498,0.938462,0.965,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.935,0.934498,0.938462,0.975,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.935,0.934498,0.938462,0.98,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.934375,0.937819,0.942308,0.95625,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.934375,0.937819,0.942308,0.96875,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.934375,0.937819,0.942308,0.98125,4,"dlda"],["colon_alon","Colon Cancer (Alon)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.934375,0.937819,0.942308,0.925,4,"dlda"],["colon_alon","Colon Cancer (Alon)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.933333,0.943355,0.948718,0.95,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.933333,0.943355,0.948718,0.95,3,"dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.925,0.919152,0.923077,0.908333,3,"tabm"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.925,0.919152,0.923077,0.983333,3,"dlda"],["colon_alon","Colon Cancer (Alon)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.922917,0.930224,0.935897,0.933333,6,"dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9225,0.918991,0.923077,0.96,5,"spatial_median_da"],["colon_alon","Colon Cancer (Alon)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9225,0.918991,0.923077,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.8875,2,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.9375,2,"tabpfn"],["colon_alon","Colon Cancer (Alon)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.90625,2,"vote_ensemble"],["colon_alon","Colon Cancer (Alon)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.975,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.975,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.9375,2,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.99375,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.95,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.95,2,"lr"],["colon_alon","Colon Cancer (Alon)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.925,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.8875,2,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.8875,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.925,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.8875,2,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"tune_first_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.91875,0.923077,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.91875,2,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.95625,4,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.91875,0.918122,0.923077,0.8875,2,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.95,5,"dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917504,0.923077,0.945,5,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.95,5,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.918007,0.923077,0.94,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.965,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.97,5,"dlda"],["colon_alon","Colon Cancer (Alon)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917504,0.923077,0.945,5,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.95,5,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917504,0.923077,0.945,5,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.915,0.917755,0.923077,0.95,5,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.933333,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917511,0.923077,0.983333,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.916667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.925,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.925,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9125,0.917092,0.923077,0.925,3,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.909375,0.913922,0.923077,0.940625,4,"knn"],["colon_alon","Colon Cancer (Alon)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.909375,0.916891,0.923077,0.94375,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9075,0.914144,0.923077,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9075,0.914144,0.923077,0.97,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9075,0.914144,0.923077,0.965,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9075,0.914395,0.923077,0.935,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.894949,0.897436,0.933333,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.925,3,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.958333,3,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.958333,3,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.904167,0.893308,0.897436,0.958333,3,"mnpo_nsc"],["colon_alon","Colon Cancer (Alon)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.903125,0.898739,0.903846,0.9,4,"realmlp"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.903125,0.898739,0.903846,0.95,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.903125,0.898739,0.903846,0.9625,4,"dlda"],["colon_alon","Colon Cancer (Alon)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.903125,0.898739,0.903846,0.96875,4,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.903125,0.898739,0.903846,0.96875,4,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.9475,5,"gqda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.9025,5,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.902561,0.907692,0.97,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.975,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.900511,0.907692,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.9475,5,"gqda"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.9025,5,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.905,5,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9025,0.901998,0.907692,0.93,5,"tabm"],["colon_alon","Colon Cancer (Alon)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"nb"],["colon_alon","Colon Cancer (Alon)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.909722,0.923077,0.975,2,"lr"],["colon_alon","Colon Cancer (Alon)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,1,"nb"],["colon_alon","Colon Cancer (Alon)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.95,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,1,"knn"],["colon_alon","Colon Cancer (Alon)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,1,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,1,"knn"],["colon_alon","Colon Cancer (Alon)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,1,"knn"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,1,"knn"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.95,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,1,"tune_first_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"tune_first_ensemble_elastic_net_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"tune_first_ensemble_elastic_net_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,1,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9375,2,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,1,"mnpo_pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,1,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.895833,0.90314,0.910256,0.925,6,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.895,0.900762,0.907692,0.97,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.895,0.897151,0.907692,0.94,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.895,0.895027,0.907692,0.945,5,"dlda"],["colon_alon","Colon Cancer (Alon)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89375,0.897194,0.903846,0.9125,4,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.941667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891667,0.897436,0.941667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.891667,0.891248,0.897436,0.916667,3,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.886491,0.892308,0.95,5,"dbda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.886491,0.892308,0.95,5,"nsc"],["colon_alon","Colon Cancer (Alon)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.886742,0.892308,0.925,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.887054,0.892308,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.885004,0.892308,0.955,5,"dlda"],["colon_alon","Colon Cancer (Alon)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.89,0.886491,0.892308,0.95,5,"dbda"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.89,0.886491,0.892308,0.95,5,"nsc"],["colon_alon","Colon Cancer (Alon)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.975,2,"lr"],["colon_alon","Colon Cancer (Alon)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.9375,2,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.88006,0.884615,0.95625,4,"dlda"],["colon_alon","Colon Cancer (Alon)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.9375,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.9375,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.9375,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8875,0.879356,0.884615,0.9375,2,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.884375,0.89565,0.903846,0.9,4,"dlda"],["colon_alon","Colon Cancer (Alon)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.883333,0.870563,0.871795,0.966667,3,"lr"],["colon_alon","Colon Cancer (Alon)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8825,0.885507,0.892308,0.95,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8825,0.88288,0.892308,0.92,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8825,0.883769,0.892308,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8825,0.883769,0.892308,0.915,5,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.879167,0.889188,0.897436,0.95,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.879167,0.885648,0.897436,0.95,3,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.878125,0.877811,0.884615,0.95,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8775,0.872955,0.876923,0.91,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.875,0.88402,0.892308,0.9,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.875,0.88402,0.892308,0.895,5,"dlda"],["colon_alon","Colon Cancer (Alon)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.870833,0.862507,0.871795,0.916667,3,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.867374,0.876923,0.96,5,"cpda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.87,0.867374,0.876923,0.96,5,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"lr"],["colon_alon","Colon Cancer (Alon)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.87,0.868011,0.876923,0.92,5,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.870328,0.884615,0.95,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.9875,2,"lr"],["colon_alon","Colon Cancer (Alon)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.870328,0.884615,0.95,2,"knn"],["colon_alon","Colon Cancer (Alon)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.9625,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.9375,2,"nb"],["colon_alon","Colon Cancer (Alon)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.975,2,"dlda"],["colon_alon","Colon Cancer (Alon)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.95,2,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.876266,0.884615,0.975,2,"dlda"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.86875,0.870328,0.884615,0.95,2,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8675,0.878922,0.892308,0.96,5,"dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8625,0.856256,0.865385,0.9375,4,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8625,0.862276,0.876923,0.93,5,"sglnn"],["colon_alon","Colon Cancer (Alon)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8625,0.8443,0.846154,0.95,3,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.858333,0.860448,0.871795,0.883333,3,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.858333,0.860866,0.871795,0.975,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.858333,0.860448,0.871795,0.908333,3,"dlda"],["colon_alon","Colon Cancer (Alon)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.858333,0.860448,0.871795,0.883333,3,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85625,0.842424,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.853125,0.84979,0.865385,0.95,4,"dlda"],["colon_alon","Colon Cancer (Alon)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85,0.853383,0.884615,0.9875,2,"knn"],["colon_alon","Colon Cancer (Alon)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85,0.853383,0.884615,0.9875,2,"knn"],["colon_alon","Colon Cancer (Alon)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85,0.849183,0.884615,0.95625,4,"dlda"],["colon_alon","Colon Cancer (Alon)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.85,0.853383,0.884615,1.0,2,"nb"],["colon_alon","Colon Cancer (Alon)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85,0.853383,0.884615,0.9875,2,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.85,0.853383,0.884615,1.0,2,"nb"],["colon_alon","Colon Cancer (Alon)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.847917,0.851645,0.858974,0.916667,6,"dlda"],["colon_alon","Colon Cancer (Alon)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.75,1,"lr"],["colon_alon","Colon Cancer (Alon)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.834603,0.846154,0.9,3,"knn"],["colon_alon","Colon Cancer (Alon)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.9625,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.834603,0.846154,0.925,3,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.834603,0.846154,0.925,3,"lr"],["colon_alon","Colon Cancer (Alon)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.925,2,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.9375,2,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,1,"lr"],["colon_alon","Colon Cancer (Alon)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,2,"dlda"],["colon_alon","Colon Cancer (Alon)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,1,"dlda"],["colon_alon","Colon Cancer (Alon)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,1,"knn"],["colon_alon","Colon Cancer (Alon)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,1,"knn"],["colon_alon","Colon Cancer (Alon)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.9,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,1,"nb"],["colon_alon","Colon Cancer (Alon)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,1,"knn"],["colon_alon","Colon Cancer (Alon)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.9625,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8875,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,1,"mnpo_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,1,"mnpo_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,1,"mnpo_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8875,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8875,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8875,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,1,"knn"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8875,2,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,1,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,1,"tune_first_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.9125,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.839335,0.846154,0.8375,2,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.833155,0.846154,0.95,2,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,1,"mnpo_nsc"],["colon_alon","Colon Cancer (Alon)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.834375,0.847855,0.865385,0.95,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.83,0.831301,0.846154,0.915,5,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.83,0.832788,0.846154,0.94,5,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.83,0.832788,0.846154,0.89,5,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.83,0.832788,0.846154,0.89,5,"svm_linear"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.825,0.825463,0.846154,0.941667,3,"dlda"],["colon_alon","Colon Cancer (Alon)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.81875,0.828472,0.846154,0.95,2,"knn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.81875,0.823645,0.846154,0.95625,4,"dlda"],["colon_alon","Colon Cancer (Alon)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8175,0.815254,0.830769,0.92,5,"dlda"],["colon_alon","Colon Cancer (Alon)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8125,0.769231,0.769231,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8125,0.769231,0.769231,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8125,0.826525,0.846154,0.866667,3,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.81,0.815157,0.830769,0.94,5,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.805,0.804247,0.815385,0.88,5,"rff_lr"],["colon_alon","Colon Cancer (Alon)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.804167,0.808318,0.820513,0.925,3,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.804167,0.807922,0.820513,0.883333,3,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.803125,0.79072,0.826923,0.9125,4,"nb"],["colon_alon","Colon Cancer (Alon)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.925,1,"gpc"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,1.0,1,"lr"],["colon_alon","Colon Cancer (Alon)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.8109,0.846154,0.91875,2,"knn"],["colon_alon","Colon Cancer (Alon)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"tune_first_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,1,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.796875,0.795934,0.807692,0.85625,4,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.795,0.80052,0.830769,0.91,5,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.791667,0.793182,0.820513,0.908333,3,"nb"],["colon_alon","Colon Cancer (Alon)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7875,0.791299,0.807692,0.95,2,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7875,0.780051,0.807692,0.9375,2,"sglnn"],["colon_alon","Colon Cancer (Alon)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7875,0.780051,0.807692,0.9375,2,"sglnn"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.783333,0.780437,0.794872,0.9,3,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7825,0.773929,0.815385,0.92,5,"nb"],["colon_alon","Colon Cancer (Alon)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.825,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.8,1,"svm_linear"],["colon_alon","Colon Cancer (Alon)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.875,1,"lr"],["colon_alon","Colon Cancer (Alon)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.775,1,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.775,1,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.775,1,"tune_first_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.76875,0.772133,0.807692,0.95,2,"knn"],["colon_alon","Colon Cancer (Alon)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.75,0.690476,0.807692,0.9375,2,"nb"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.74375,0.722115,0.730769,0.85,2,"lr"],["colon_alon","Colon Cancer (Alon)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.95,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.8,1,"lr"],["colon_alon","Colon Cancer (Alon)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,1,"lr"],["colon_alon","Colon Cancer (Alon)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.875,1,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,1,"svm_rbf"],["colon_alon","Colon Cancer (Alon)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"dlda"],["colon_alon","Colon Cancer (Alon)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.875,1,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.95,1,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.8625,1,"tune_first_ensemble_lr__dlda__svm_linear"],["colon_alon","Colon Cancer (Alon)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.875,1,"knn"],["colon_alon","Colon Cancer (Alon)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,1,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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HG-U133A",62,2000,0.68,0.612814,0.707692,0.93,5,"copula_da"],["colon_alon","Colon Cancer (Alon)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.654167,0.587302,0.666667,0.891667,3,"copula_da"],["colon_alon","Colon Cancer (Alon)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.615,0.606061,0.646154,0.635,5,"lr"],["colon_alon","Colon Cancer (Alon)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.95,1,"nb"],["colon_alon","Colon Cancer (Alon)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.95,1,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.95,1,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.5375,0.511278,0.615385,0.75,1,"svm_linear"],["colon_alon","Colon Cancer (Alon)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.5,0.380952,0.615385,0.9,1,"nb"],["colon_alon","Colon Cancer (Alon)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.5,0.380952,0.615385,0.925,1,"nb"],["colon_alon","Colon Cancer (Alon)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",62,2000,0.5,0.380952,0.615385,0.875,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 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FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.921746,0.918805,0.954545,0.993514,5,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.918254,0.928049,0.909091,0.98284,2,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.917302,0.917185,0.954545,0.988101,5,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.917302,0.917368,0.954545,0.993087,5,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.916667,0.911111,0.984848,1.0,3,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.912698,0.913226,0.954545,0.995833,4,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.911746,0.91091,0.945455,0.993136,5,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.911746,0.91091,0.945455,0.99233,5,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.911746,0.911612,0.945455,0.993675,5,"spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.911746,0.91091,0.945455,0.99233,5,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.911508,0.916771,0.886364,0.978846,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.909127,0.897265,0.954545,0.990808,8,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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Subtypes (GSE50161)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.888095,0.887108,0.954545,0.997432,3,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.969811,1,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.956083,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.973138,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964347,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.961966,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.961406,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.946071,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes 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(GSE50161)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964591,1,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.969567,1,"mnpo_dbda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964591,1,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.894444,0.863636,0.938298,1,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964591,1,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.949237,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.91569,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.946071,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.949237,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.97207,1,"mnpo_knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.885873,0.887175,0.918182,0.986882,5,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.878836,0.875132,0.939394,0.996907,3,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.875,0.866667,0.977273,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.875,0.866667,0.977273,1.0,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.875,0.866667,0.977273,1.0,2,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.874444,0.869288,0.954545,0.993087,5,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.874339,0.868783,0.924242,0.976292,3,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.874339,0.868783,0.924242,0.976292,3,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.874339,0.868783,0.924242,0.976292,3,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.874339,0.868783,0.924242,0.976292,3,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.862169,0.863034,0.924242,0.986342,3,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.861746,0.858279,0.936364,0.988668,5,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.857143,0.850472,0.954545,1.0,2,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.850794,0.791723,0.818182,0.975275,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.85,0.844444,0.954545,0.997059,2,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.843254,0.834921,0.931818,0.982265,2,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.839286,0.83437,0.931818,0.994292,2,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.834524,0.838232,0.863636,0.978543,4,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.817302,0.810994,0.936364,0.993942,5,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.800397,0.80566,0.886364,0.949226,2,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.800397,0.797275,0.886364,0.972578,2,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.800397,0.793084,0.886364,0.971199,2,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.794603,0.789806,0.909091,0.978516,5,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.761746,0.750692,0.918182,0.978163,5,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.997619,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.995238,1,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.995238,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.736842,0.954545,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes 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(GSE50161)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"mnpo_spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"mnpo_spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.997619,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,1,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.708254,0.68986,0.8,0.876142,5,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.70291,0.690042,0.893939,0.974483,3,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.70291,0.690042,0.893939,0.974483,3,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.7,0.692398,0.909091,0.997059,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",108,54675,0.7,0.692398,0.909091,0.941036,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.686508,0.685294,0.863636,0.900244,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.686508,0.685294,0.863636,0.952381,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",108,54675,0.686508,0.685294,0.863636,0.961905,1,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 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(GSE45827)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,2,"tabpfn"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"mnpo_tabpfn"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,2,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,2,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,1,"spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes 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MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.981481,0.981352,0.978495,0.999259,3,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.981481,0.981352,0.978495,1.0,3,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.981481,0.981417,0.978495,0.996296,3,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.980903,0.980785,0.975806,0.997859,4,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.978469,0.974194,0.999778,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.97843,0.974194,0.999597,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.97843,0.974194,0.999597,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.978836,0.974194,0.999333,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes 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Subtypes (GSE45827)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.978469,0.974194,0.999556,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.965079,0.967742,0.999094,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.976068,0.967742,1.0,1,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.979167,0.976068,0.967742,0.997778,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes 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panel","hard","genomics","cDNA",151,54675,0.979167,0.965079,0.967742,0.986607,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.977778,0.978303,0.974194,0.998667,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.977778,0.977661,0.974194,0.999111,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.977778,0.977661,0.974194,0.999111,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.976852,0.974803,0.967742,0.995556,3,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.976852,0.976068,0.967742,0.997311,3,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.976852,0.971059,0.967742,1.0,3,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.974048,0.967742,0.995761,2,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.968554,0.967742,0.999444,2,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.974048,0.967742,1.0,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.974048,0.967742,1.0,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.974048,0.967742,1.0,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(GSE45827)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975694,0.974048,0.967742,0.984514,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975,0.973683,0.967742,0.999111,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.975,0.973683,0.967742,0.999778,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel","hard","genomics","cDNA",151,54675,0.973611,0.973439,0.967742,1.0,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.973611,0.972596,0.967742,0.998708,5,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.973611,0.976603,0.980645,0.997036,5,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.973611,0.976603,0.980645,0.997036,5,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 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benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.965278,0.955794,0.951613,1.0,2,"mnpo_spatial_median_da"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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benchmark panel","hard","genomics","cDNA",151,54675,0.961806,0.956117,0.951613,0.99288,2,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.958333,0.958236,0.951613,0.998889,2,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.958333,0.958139,0.951613,0.997778,2,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.958333,0.958139,0.951613,0.997778,2,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 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(GSE45827)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.958333,0.959745,0.951613,0.996667,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.948096,0.935484,0.995556,1,"mnpo_elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.948096,0.935484,0.996667,1,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.948096,0.935484,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.948096,0.935484,0.996667,1,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.948096,0.935484,1.0,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,0.999094,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.951389,0.937107,0.935484,1.0,1,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.947917,0.946173,0.935484,0.993889,2,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.947917,0.940679,0.935484,0.999444,2,"mnpo_dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.944444,0.945758,0.935484,0.996111,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.944444,0.943806,0.935484,0.996667,2,"mnpo_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.944444,0.945758,0.935484,0.996111,2,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.944444,0.948148,0.935484,0.982222,1,"svm_linear"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.944444,0.947073,0.935484,0.981667,1,"mnpo_ensemble_dlda__svm_linear__svm_rbf"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.942708,0.941768,0.927419,0.996769,4,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.94213,0.945299,0.946237,0.997613,3,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.934028,0.93184,0.919355,0.994444,2,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.934028,0.933793,0.919355,0.998333,2,"mnpo_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.930556,0.911588,0.903226,1.0,1,"dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.930556,0.911588,0.903226,1.0,1,"mnpo_dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.930556,0.911588,0.903226,1.0,1,"mnpo_dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.930556,0.911588,0.903226,1.0,1,"dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.930556,0.911588,0.903226,1.0,1,"dbda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.925926,0.930961,0.935484,0.999259,3,"elastic_net_lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.868056,0.881552,0.903226,0.997778,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.840278,0.854274,0.870968,0.992633,1,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",151,54675,0.833333,0.831481,0.806452,0.984444,1,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.94494,0.936523,0.942029,0.991071,6,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.933929,0.923828,0.930435,0.989286,5,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.932143,0.929172,0.93913,0.991071,5,"tabpfn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.932143,0.929172,0.93913,0.991071,5,"tabpfn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.932143,0.929172,0.93913,0.991071,5,"mnpo_tabpfn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.921131,0.916311,0.927536,0.97619,3,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.905357,0.89944,0.913043,0.991071,5,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.982143,1,"mnpo_nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.982143,1,"mnpo_nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.928571,1,"near_subspace"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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(GSE44861)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.820312,0.821152,0.847826,0.890625,4,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.820312,0.821152,0.847826,0.890625,4,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.820312,0.821152,0.847826,0.890625,4,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.810268,0.819176,0.847826,0.90625,2,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.810268,0.816902,0.847826,0.908482,2,"mnpo_ensemble_svm_rbf__nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.80506,0.810998,0.84058,0.919643,3,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.804688,0.801113,0.826087,0.875,4,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal 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panel","medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.767857,1,"mnpo_ensemble_svm_rbf__knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.767857,1,"mnpo_ensemble_svm_rbf__knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,1,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,1,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,1,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.784226,0.779407,0.811594,0.827381,3,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.78125,0.791287,0.826087,0.916667,3,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.779018,0.771789,0.804348,0.808036,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.803571,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.883929,2,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.883929,2,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.760417,0.760417,0.797101,0.863095,3,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.759821,0.76325,0.8,0.855357,5,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.758929,0.763289,0.804348,0.825893,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.758929,0.765563,0.804348,0.727679,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.75,0.745536,0.782609,0.800595,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.745536,0.670165,0.673913,0.883929,2,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.745536,0.670165,0.673913,0.90625,2,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.745536,0.670165,0.673913,0.883929,2,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.743304,0.742311,0.782609,0.8125,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.743304,0.743304,0.782609,0.825893,2,"mnpo_svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.743304,0.743304,0.782609,0.825893,2,"mnpo_svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.743304,0.743304,0.782609,0.825893,2,"mnpo_svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.742188,0.715189,0.73913,0.765625,4,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.739583,0.728577,0.768116,0.741071,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.739583,0.731423,0.768116,0.907738,3,"mnpo_nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.741071,1,"mnpo_svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.72619,0.717774,0.768116,0.794643,3,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.723214,0.729447,0.782609,0.752976,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.732143,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,1,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,1,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,1,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.719866,0.712279,0.75,0.683036,4,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,1,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,1,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,1,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.712798,0.698631,0.768116,0.708333,3,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.710714,0.715364,0.765217,0.748214,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.709821,0.705226,0.75,0.8125,4,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.709821,0.721723,0.782609,0.782738,3,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.708705,0.679789,0.706522,0.727679,4,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.708333,0.689861,0.724638,0.741071,3,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.708333,0.689861,0.724638,0.741071,3,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.705357,0.696969,0.73913,0.71131,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,1,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.696429,0.683428,0.717391,0.84375,2,"gpc"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.693452,0.716885,0.797101,0.845238,3,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.745536,2,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.714286,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.589286,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.6875,0.705974,0.76087,0.779018,4,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.9375,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.9375,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.680804,0.653506,0.695652,0.870536,2,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.8125,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.676339,0.670987,0.717391,0.580357,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.675595,0.681654,0.753623,0.72619,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.669643,0.634921,0.652174,0.839286,1,"gpc"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.669643,0.634921,0.652174,0.839286,1,"gpc"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.669643,0.634921,0.652174,0.839286,1,"gpc"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.66875,0.655019,0.695652,0.707143,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.607143,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.6875,1,"elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.658482,0.655111,0.706522,0.651786,4,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.65625,0.657764,0.717391,0.589286,2,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.654464,0.649112,0.686957,0.601786,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.705357,1,"mnpo_realmlp"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.648214,0.637444,0.678261,0.6875,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.638393,0.596491,0.608696,0.830357,1,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"mnpo_dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"mnpo_dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,1,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.625,0.619648,0.673913,0.647321,2,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,1,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,1,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,1,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.610067,0.66087,0.601786,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.619643,0.600898,0.66087,0.6125,5,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.61942,0.596606,0.652174,0.729911,4,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.616071,0.609279,0.652174,0.636905,3,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,1,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",111,22277,0.309821,0.309544,0.408696,0.155357,5,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.303571,0.302995,0.4,0.192857,5,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.301786,0.300915,0.408696,0.069643,5,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",111,22277,0.301786,0.300915,0.408696,0.069643,5,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE54129)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE54129)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark 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(GSE54129)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE54129)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE54129)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(GSE54129)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"svm_rbf"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,9,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,1,"svm_rbf"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",41,54675,0.97619,0.953846,0.962963,0.97619,3,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",41,54675,0.97619,0.953846,0.962963,0.97619,3,"mnpo_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",41,54675,0.97619,0.953846,0.962963,0.97619,3,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",41,54675,0.973214,0.951442,0.958333,1.0,8,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck 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Subtypes","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.828413,0.831517,0.863158,0.966832,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.828355,0.818355,0.866667,0.932923,5,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.827879,0.817036,0.835088,0.967561,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.827489,0.823719,0.842105,0.976964,1,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.827381,0.809082,0.850877,0.963408,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.827381,0.809082,0.850877,0.963408,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.82671,0.820194,0.838596,0.96422,5,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82619,0.826815,0.850877,0.965515,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.826182,0.820027,0.836257,0.965569,9,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.825657,0.819943,0.842105,0.968274,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.825649,0.817925,0.859649,0.948771,2,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.825339,0.823044,0.835088,0.966819,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.824762,0.821302,0.838596,0.96784,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.824242,0.81676,0.847953,0.949056,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.824242,0.81676,0.847953,0.948102,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941071,1,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.832316,0.859649,0.960715,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.818956,0.846491,0.910028,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.818956,0.846491,0.910028,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.818956,0.846491,0.910028,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.82381,0.832316,0.859649,0.959367,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.82381,0.815149,0.846491,0.908354,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.82381,0.815149,0.846491,0.908354,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.823651,0.820627,0.842105,0.965556,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.823539,0.814786,0.855263,0.930587,4,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.823492,0.818953,0.842105,0.969671,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P06_no_gmm_before_fs_diag24","P","V18 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Subtypes","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.821825,0.816915,0.850877,0.96864,2,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.82114,0.82318,0.842105,0.971862,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.821068,0.812924,0.842105,0.952176,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.954832,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.954832,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.954832,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.954832,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.954832,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820887,0.810812,0.837719,0.953689,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820794,0.81623,0.845614,0.967354,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820476,0.809929,0.824561,0.967489,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.820317,0.819341,0.842105,0.970463,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819841,0.803506,0.842105,0.966913,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819841,0.803506,0.842105,0.966913,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819697,0.806304,0.868421,0.958265,2,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819697,0.807125,0.833333,0.954961,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819307,0.812491,0.852632,0.951418,5,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819048,0.808454,0.845614,0.961736,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819048,0.808454,0.845614,0.961736,5,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.971037,1,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.810113,0.807018,0.932166,1,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.808454,0.845614,0.961733,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.808454,0.845614,0.961733,5,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.797085,0.807018,0.908504,1,"tune_first_ensemble_rf__knn__elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.797085,0.807018,0.908504,1,"tune_first_ensemble_rf__knn__elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.819048,0.797085,0.807018,0.908504,1,"tune_first_ensemble_rf__knn__elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.819048,0.801905,0.859649,0.902123,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818831,0.807994,0.835088,0.972407,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818831,0.807994,0.835088,0.972407,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818831,0.807994,0.835088,0.972407,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81873,0.806678,0.845614,0.963405,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.818687,0.809285,0.830409,0.960026,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818514,0.813607,0.824561,0.966279,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818413,0.804332,0.831579,0.970601,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818355,0.809228,0.831579,0.964462,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.818254,0.812935,0.835088,0.963177,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.817662,0.807534,0.82807,0.968225,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81746,0.804788,0.835088,0.970844,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81746,0.804822,0.847953,0.948025,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.817262,0.806631,0.842105,0.950572,4,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.816667,0.813226,0.824561,0.943797,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816667,0.813479,0.842105,0.948517,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81645,0.808367,0.82807,0.968889,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.816378,0.815153,0.824561,0.965136,1,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816133,0.811978,0.831579,0.968221,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.952145,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816126,0.806619,0.842105,0.947817,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.816032,0.80698,0.842105,0.965938,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815873,0.808286,0.838596,0.970582,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815801,0.808976,0.846491,0.94991,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815556,0.791973,0.821053,0.964531,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815556,0.791973,0.821053,0.964531,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815498,0.803625,0.835088,0.966098,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.815476,0.803937,0.815789,0.944181,2,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.815476,0.813222,0.824561,0.906637,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.815476,0.813222,0.824561,0.906637,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.815476,0.813222,0.824561,0.906637,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.815476,0.813222,0.824561,0.906637,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.815476,0.812094,0.824561,0.971109,2,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81518,0.810175,0.824561,0.969044,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814863,0.806828,0.810526,0.95795,5,"spatial_median_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814863,0.808837,0.831579,0.964714,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814603,0.800723,0.835088,0.965083,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814603,0.814014,0.85614,0.965976,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814286,0.796945,0.789474,0.907098,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.814286,0.796945,0.789474,0.907098,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814286,0.800932,0.859649,0.949872,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.814127,0.810021,0.824561,0.969595,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81342,0.807404,0.842105,0.950304,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81342,0.807404,0.842105,0.950304,4,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.813377,0.809031,0.82807,0.943181,5,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.813377,0.809031,0.82807,0.944317,5,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.812771,0.797321,0.824561,0.954454,3,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.812771,0.797321,0.824561,0.954454,3,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.812771,0.797321,0.824561,0.954454,3,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.812006,0.806946,0.817544,0.966678,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.956929,1,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.956929,1,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.956929,1,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.956929,1,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.916354,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.916354,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811809,0.801223,0.836257,0.967626,3,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811508,0.805681,0.807018,0.960655,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811429,0.809233,0.821053,0.965236,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811212,0.80176,0.838596,0.962662,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.811039,0.802904,0.824561,0.959353,4,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.811039,0.803323,0.837719,0.950427,4,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.811039,0.803323,0.837719,0.950427,4,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.811039,0.803323,0.837719,0.950427,4,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.810996,0.801354,0.831579,0.952988,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810519,0.803632,0.842105,0.954769,5,"tabpfn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810519,0.803632,0.842105,0.954769,5,"tabpfn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810519,0.807505,0.817544,0.962522,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.810418,0.796673,0.824561,0.950389,5,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81026,0.799779,0.842105,0.949941,5,"catboost"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.81026,0.802462,0.849123,0.96551,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810159,0.798355,0.849123,0.967257,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.810043,0.798404,0.82807,0.953092,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.810043,0.798404,0.82807,0.953092,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.810043,0.798404,0.82807,0.953092,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.810043,0.798404,0.82807,0.953092,5,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.809957,0.803763,0.830409,0.953058,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.809784,0.804367,0.824561,0.967639,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.809524,0.799412,0.789474,0.905443,1,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.808831,0.79599,0.824561,0.952942,5,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.808442,0.799212,0.807018,0.944618,1,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.808038,0.795858,0.814035,0.965787,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.80772,0.797796,0.821053,0.967031,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.807576,0.795348,0.842105,0.947774,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.807561,0.812097,0.838596,0.963822,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.807403,0.797081,0.817544,0.965998,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.807143,0.814567,0.842105,0.949599,1,"mnpo_rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.807143,0.814567,0.842105,0.949599,1,"mnpo_rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.807143,0.814567,0.842105,0.949599,1,"mnpo_rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.807143,0.796889,0.837719,0.949701,4,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.807143,0.796889,0.837719,0.949701,4,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.800027,0.833333,0.946404,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805952,0.802647,0.833333,0.949842,2,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.805758,0.801918,0.817544,0.946903,5,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805714,0.790955,0.824561,0.952702,5,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805281,0.800844,0.824561,0.913175,5,"vote_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.805238,0.789929,0.845614,0.952631,5,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.805238,0.789929,0.845614,0.952631,5,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.804704,0.79492,0.824561,0.966571,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.804545,0.810666,0.835088,0.964947,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.803651,0.795563,0.807018,0.968017,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.803651,0.805921,0.842105,0.97289,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.803593,0.80128,0.849123,0.946961,5,"lgbm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.802799,0.794964,0.835088,0.962285,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.802381,0.809257,0.824561,0.936307,1,"mnpo_ensemble_elastic_net_lr__lr__nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.802323,0.792305,0.835088,0.966831,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.802063,0.788633,0.835088,0.960768,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.80184,0.800323,0.833333,0.896637,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.801746,0.800758,0.831579,0.95371,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.801688,0.792987,0.831579,0.960975,5,"extra_tree"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.801472,0.799197,0.817544,0.942685,5,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.801323,0.790664,0.80117,0.95307,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.801227,0.792253,0.830409,0.953389,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.801227,0.792253,0.830409,0.953389,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.801227,0.792253,0.830409,0.953389,3,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.800635,0.793353,0.821053,0.962712,5,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.800595,0.782897,0.833333,0.946712,4,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.799524,0.802358,0.824561,0.963208,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.799198,0.790383,0.818713,0.964446,9,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.79899,0.784505,0.810526,0.952318,5,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.79899,0.784505,0.810526,0.952318,5,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.79873,0.790732,0.817544,0.962429,5,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.798672,0.788855,0.835088,0.961641,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.798052,0.783008,0.824561,0.949842,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.798052,0.783008,0.824561,0.949842,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.798052,0.783008,0.824561,0.949842,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.798052,0.783008,0.824561,0.949842,3,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.797244,0.798094,0.817544,0.958009,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.796537,0.785736,0.77193,0.932984,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.79619,0.784669,0.831579,0.96127,5,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.79619,0.790763,0.821053,0.967619,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.79619,0.784669,0.831579,0.96127,5,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.796032,0.784051,0.82807,0.967505,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.796032,0.801815,0.824561,0.95623,1,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.795974,0.784253,0.82807,0.964305,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.795498,0.782263,0.821053,0.966686,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.795498,0.782263,0.821053,0.966686,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.795498,0.782263,0.821053,0.966686,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.794697,0.779263,0.815789,0.948898,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.794156,0.76246,0.789474,0.949224,1,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.793752,0.788486,0.824561,0.953022,5,"rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.793434,0.796129,0.814035,0.964115,5,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.793362,0.792366,0.798246,0.948715,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.793362,0.793474,0.798246,0.949952,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942727,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 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Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792857,0.774448,0.833333,0.942562,2,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.792165,0.789875,0.824561,0.961178,5,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","cDNA",281,22283,0.544012,0.518398,0.62807,0.60927,5,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","cDNA",281,22283,0.493314,0.468487,0.637427,0.5,3,"near_subspace"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",120,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.979167,0.97913,0.979167,0.979167,2,"knn"],["cumida_lung_gse19804","CuMiDa Lung 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MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.972222,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.91657,0.916667,0.981481,3,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.972222,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.979167,1,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.979167,1,"mnpo_dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.972222,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.979167,1,"mnpo_dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.979167,1,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 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Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,1,"mnpo_ensemble_dlda__knn"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,1,"mnpo_ensemble_lr__dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.915638,0.916667,0.993056,2,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916522,0.916667,0.982639,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916522,0.916667,0.979167,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.916667,0.916522,0.916667,0.982639,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.90625,0.905904,0.90625,0.96875,4,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.902778,0.902317,0.902778,0.972222,3,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.902778,0.902317,0.902778,0.958333,3,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.902778,0.902317,0.902778,0.902778,3,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.902778,0.90202,0.902778,0.949074,3,"svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.895833,0.895433,0.895833,0.947917,2,"svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.895833,0.89455,0.895833,0.982639,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.895833,0.895725,0.895833,0.972222,2,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",120,54675,0.895833,0.895725,0.895833,0.979167,2,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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panel","medium","genomics","cDNA",120,54675,0.854167,0.851677,0.854167,0.951389,2,"svm_linear"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,9,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"tabpfn"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 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panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,5,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"nb"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.958333,0.934524,0.939394,1.0,3,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.899603,0.909091,0.986111,3,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.905983,0.909091,1.0,3,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,1,"nb"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.901786,0.909091,0.9375,2,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,0.958333,1,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.901786,0.909091,0.979167,2,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,1,"mnpo_copula_da"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,0.958333,1,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,0.958333,1,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,1,"mnpo_copula_da"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B04_val19_new_mnpo","B","V20 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benchmark panel","medium","genomics","cDNA",52,54613,0.895833,0.891825,0.909091,0.975,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.895833,0.891825,0.909091,0.975,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.895833,0.891825,0.909091,0.975,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.895833,0.887997,0.909091,0.966667,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,0.979167,2,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,1,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,0.979167,2,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,1,"nsc"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,1.0,2,"rp_ensemble"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,0.979167,2,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,0.979167,2,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.875,0.806593,0.818182,0.979167,2,"mnpo_dlda"],["cumida_pancreatic_gse16515","CuMiDa 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benchmark panel","medium","genomics","cDNA",52,54613,0.870833,0.852539,0.872727,0.966667,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.870833,0.839365,0.872727,0.975,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.870833,0.849713,0.872727,0.991667,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.870833,0.852539,0.872727,0.991667,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS 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benchmark panel","medium","genomics","cDNA",52,54613,0.8125,0.780235,0.818182,0.983333,5,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,1,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,1,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,1,"nb"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.885621,0.885621,0.885714,0.937908,1,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.885621,0.885621,0.885714,0.901961,1,"mnpo_cpda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.867647,0.866558,0.866667,0.907407,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,1,"mnpo_dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.843137,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.879085,1,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.879085,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.813725,1,"tabpfn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.957516,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,1,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,1,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,1,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,1,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,1,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,1,"rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,1,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,1,"rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,1,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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panel","medium","genomics","cDNA",171,12625,0.81781,0.812172,0.814286,0.866013,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.815359,0.813888,0.814286,0.908497,2,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.813725,0.813888,0.814286,0.898693,2,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.803922,0.797353,0.8,0.885621,1,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.803105,0.798349,0.8,0.841503,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.888889,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.901961,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.869281,1,"nsc"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,1,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.882353,1,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.800654,1,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.928105,1,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,1,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,1,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,1,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.801471,0.799837,0.8,0.810458,2,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.800654,0.8,0.8,0.852941,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.800654,0.8,0.8,0.898693,1,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.799837,0.799766,0.8,0.864379,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.799837,0.799766,0.8,0.856209,2,"mnpo_cpda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.798039,0.791195,0.794286,0.879412,5,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.795343,0.791383,0.792857,0.82598,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.793028,0.78867,0.790476,0.850218,3,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.793028,0.789302,0.790476,0.876362,3,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.911765,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.900327,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.909314,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.905229,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.908497,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.897876,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.897876,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.911765,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.911765,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.788399,0.784541,0.785714,0.911765,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.776144,0.766667,0.771429,0.843137,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.775599,0.767969,0.771429,0.793028,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.775327,0.767208,0.771429,0.869281,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.775327,0.767208,0.771429,0.868464,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.775327,0.768202,0.771429,0.825163,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.826797,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,1,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,1,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.823529,1,"mnpo_ensemble_dlda__knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.754902,1,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,1,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.773965,0.7697,0.771429,0.814815,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.772876,0.771242,0.771429,0.843137,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.772876,0.771242,0.771429,0.79085,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.772059,0.768404,0.771429,0.841503,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.771242,0.771242,0.771429,0.843137,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.769608,0.769737,0.771429,0.764706,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.769608,0.769737,0.771429,0.816993,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.760621,0.754595,0.757143,0.830065,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.759804,0.752315,0.757143,0.802288,2,"rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.758987,0.756558,0.757143,0.771242,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.757353,0.750599,0.757143,0.823529,2,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.755229,0.75393,0.754286,0.815686,5,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.754902,0.751098,0.752381,0.784314,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.751225,0.748386,0.75,0.803922,4,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.750408,0.749556,0.75,0.803105,4,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.749183,0.728934,0.742857,0.839869,2,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.833333,1,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.75817,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.75817,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.75817,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.718954,1,"svm_rbf"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.810458,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.784314,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.787582,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.794118,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.736928,0.730413,0.733333,0.767974,3,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.736928,0.730413,0.733333,0.765795,3,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.733333,0.730754,0.731429,0.788235,5,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.725174,0.728571,0.812092,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.724672,0.728571,0.736928,2,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.724672,0.728571,0.735294,2,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.724672,0.728571,0.735294,2,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.724672,0.728571,0.735294,2,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.724672,0.728571,0.735294,2,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.732026,0.725479,0.728571,0.751634,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.731209,0.72536,0.728571,0.762255,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.731209,0.72683,0.728571,0.769608,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.730392,0.727973,0.728571,0.811275,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.730392,0.727973,0.728571,0.811275,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.728758,0.725813,0.728571,0.826797,2,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.724946,0.720751,0.72381,0.777778,3,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.720588,0.702381,0.714286,0.859477,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.720588,0.702381,0.714286,0.843137,1,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.720588,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,1,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,1,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,1,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.71732,0.712171,0.714286,0.843137,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.71732,0.712171,0.714286,0.754902,1,"svm_rbf"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.71732,0.712171,0.714286,0.846405,1,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.715686,0.713584,0.714286,0.771242,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.715686,0.714052,0.714286,0.748366,1,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.715686,0.714052,0.714286,0.689542,1,"mnpo_tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.714869,0.714052,0.714286,0.756536,2,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.711485,0.707602,0.710204,0.791317,7,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.702614,0.69831,0.7,0.764706,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.697168,0.691454,0.695238,0.748366,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.693627,0.691991,0.692857,0.781863,4,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.746732,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.740196,1,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.740196,1,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.740196,1,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.699346,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.699346,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.699346,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.699346,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.699346,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.686275,0.685714,0.685714,0.738562,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.68573,0.680557,0.685714,0.782135,3,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.681373,0.676198,0.685714,0.833333,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.67402,0.669763,0.671429,0.748366,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.673203,0.670633,0.671429,0.759804,2,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.671569,0.668349,0.671429,0.767974,4,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.663399,0.642857,0.657143,0.620915,1,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.751634,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.72549,1,"mnpo_dbda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.630719,1,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.669935,1,"mnpo_ensemble_nb__knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.738562,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.70915,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.735294,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.72549,1,"tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.72549,1,"mnpo_tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.72549,1,"mnpo_tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.702614,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.761438,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.748366,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.748366,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.751634,1,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.656863,0.655734,0.657143,0.75817,2,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.647059,0.642956,0.647619,0.771242,3,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.640523,0.638677,0.642857,0.756536,2,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.639978,0.633626,0.638095,0.734205,3,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.673203,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.689542,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.689542,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.699346,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.74183,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.75817,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,1,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,1,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,1,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.74183,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.660131,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"mnpo_bc_svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"mnpo_bc_svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,1,"mnpo_bc_svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.732026,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.627451,0.627355,0.628571,0.699346,1,"svm_rbf"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.627451,0.627355,0.628571,0.691176,1,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.627451,0.627355,0.628571,0.696078,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.627451,0.627355,0.628571,0.748366,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.602941,0.597039,0.6,0.751634,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.602941,0.597039,0.6,0.74183,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.602941,0.597039,0.6,0.767974,1,"svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.601307,0.599673,0.6,0.647059,1,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.599673,0.599673,0.6,0.699346,1,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.599673,0.599673,0.6,0.72549,1,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,12625,0.486928,0.485294,0.485714,0.676471,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.988095,0.988451,0.988506,1.0,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.98619,0.986174,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.985714,0.986141,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.985714,0.986141,0.986207,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.983333,0.982759,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.983333,0.982759,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982738,0.982717,0.982759,1.0,4,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.978571,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.978571,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.997619,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.982143,0.982676,0.982759,0.982143,2,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,0.992857,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.992857,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979161,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.979048,0.979244,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.978571,0.979211,0.97931,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,1.0,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.996825,3,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.996825,3,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.976984,0.976957,0.977011,0.998413,3,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.97619,0.976902,0.977011,0.986508,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.97619,0.976902,0.977011,1.0,3,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972315,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972315,0.972414,0.992857,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972232,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.971905,0.972315,0.972414,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.980952,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.980952,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.971429,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,1,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,1,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,1,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.966667,0.965352,0.965517,0.95873,3,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965476,0.965435,0.965517,1.0,2,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965344,0.965324,0.965517,0.987566,9,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.965079,0.965407,0.965517,0.998413,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964881,0.965394,0.965517,0.9875,4,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964881,0.96529,0.965517,0.991071,4,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,0.999048,5,"tabpfn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,1.0,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964762,0.965302,0.965517,0.999048,5,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",144,54675,0.964286,0.965144,0.965517,1.0,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964286,0.965144,0.965517,1.0,2,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.964286,0.965144,0.965517,1.0,2,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.961376,0.961475,0.961686,0.984392,9,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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panel","medium","genomics","cDNA",144,54675,0.943651,0.942309,0.942529,0.974603,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.943651,0.942309,0.942529,0.974603,3,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.932143,0.930705,0.931034,0.947619,2,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,1,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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FS Challenge)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9125,0.91238,0.9125,0.975208,4,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9125,0.912466,0.9125,0.97125,2,"mnpo_lr"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9125,0.912466,0.9125,0.97125,2,"mnpo_lr"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9125,0.912466,0.9125,0.97125,2,"mnpo_lr"],["dexter_nips03","DEXTER (NIPS 2003 FS 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Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.912037,0.911921,0.912037,0.973673,9,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.912037,0.911921,0.912037,0.973673,9,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.911667,0.911537,0.911667,0.968917,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.910714,0.910498,0.910714,0.975278,7,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS 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panel","medium","non_genomic","cDNA",600,20000,0.903333,0.903211,0.903333,0.96875,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.903333,0.903232,0.903333,0.967278,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.903333,0.903232,0.903333,0.967278,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.903333,0.90325,0.903333,0.968778,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899951,0.9,0.963704,3,"mnpo_lr"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899972,0.9,0.966389,1,"mnpo_spatial_median_da"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899877,0.9,0.967778,2,"mnpo_dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899972,0.9,0.966389,1,"mnpo_spatial_median_da"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V20_B05_current_pool_mnpo","B","V20 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2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899972,0.9,0.966389,1,"mnpo_spatial_median_da"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.9,0.899763,0.9,0.9675,2,"mnpo_spatial_median_da"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",600,20000,0.898333,0.898128,0.898333,0.966417,5,"dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Shipp)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",77,5469,0.625,0.644444,0.8125,0.875,1,"mnpo_ensemble_nb__elastic_net_lr"],["dlbcl_shipp","DLBCL (Shipp)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",77,5469,0.583333,0.589744,0.75,0.895833,1,"svm_rbf"],["dlbcl_shipp","DLBCL (Shipp)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",77,5469,0.583333,0.589744,0.75,0.9375,1,"knn"],["dlbcl_shipp","DLBCL (Shipp)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",77,5469,0.583333,0.589744,0.75,0.916667,1,"tabpfn"],["dlbcl_shipp","DLBCL (Shipp)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 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panel","hard","non_genomic","cDNA",1150,10000,0.801998,0.740995,0.863043,0.868546,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.801998,0.740995,0.863043,0.868546,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.801998,0.740995,0.863043,0.868546,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.801998,0.740995,0.863043,0.868546,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855975,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791571,0.696257,0.81913,0.855939,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791078,0.695361,0.818261,0.855829,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.791078,0.695361,0.818261,0.855866,5,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.790914,0.716734,0.843478,0.849434,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.790914,0.716734,0.843478,0.849434,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.790367,0.676808,0.8,0.860062,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.790093,0.693568,0.816522,0.856741,5,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.790093,0.693568,0.816522,0.856741,5,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.789181,0.653801,0.769565,0.881591,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.78909,0.701531,0.826087,0.854589,4,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.78909,0.701531,0.826087,0.854589,4,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.787904,0.672613,0.795652,0.85988,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.875023,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.875023,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874475,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.784984,0.696115,0.818841,0.846987,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.784163,0.688347,0.817391,0.875388,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.782923,0.692852,0.82087,0.851888,5,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.782923,0.692852,0.82087,0.851888,5,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.782909,0.702654,0.829348,0.794403,4,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.782909,0.702654,0.829348,0.794403,4,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.782909,0.702654,0.829348,0.794403,4,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.782521,0.685353,0.814493,0.833911,3,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.782096,0.697081,0.823188,0.846135,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.876482,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.781208,0.685123,0.812174,0.851888,5,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.781208,0.685123,0.812174,0.851888,5,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.781208,0.685123,0.812174,0.851888,5,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"mnpo_bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"mnpo_bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,1,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.779693,0.702845,0.832174,0.802646,5,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.779602,0.709853,0.837681,0.791401,3,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.779237,0.679585,0.808696,0.87557,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.779237,0.679585,0.808696,0.87557,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.778842,0.670935,0.798551,0.852582,3,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.776774,0.675294,0.804348,0.875388,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.776136,0.68794,0.817391,0.847929,4,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.776136,0.68794,0.817391,0.847929,4,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.771848,0.666882,0.795652,0.858055,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.771848,0.665555,0.795652,0.840905,3,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.771848,0.665555,0.795652,0.840905,3,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.771848,0.666882,0.795652,0.85696,1,"spatial_median_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.771848,0.666882,0.795652,0.85696,1,"spatial_median_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.771848,0.666882,0.795652,0.85696,1,"spatial_median_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.771027,0.664076,0.794203,0.841756,3,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 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Challenge)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.755747,0.685118,0.823913,0.817916,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.755747,0.68332,0.823913,0.843186,2,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.7552,0.648804,0.780435,0.818555,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.7552,0.648804,0.780435,0.818555,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS 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Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.745941,0.64475,0.778261,0.862616,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.742155,0.689719,0.828261,0.758028,2,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.742155,0.689719,0.828261,0.758028,2,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.742155,0.689719,0.828261,0.758028,2,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.742155,0.689719,0.828261,0.758028,2,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.737913,0.642563,0.778261,0.787356,2,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.737913,0.642563,0.778261,0.787356,2,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.736043,0.649264,0.78913,0.822934,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.736043,0.649264,0.78913,0.822386,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.734218,0.635089,0.771739,0.804598,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.73358,0.64362,0.784783,0.813173,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.73358,0.64362,0.784783,0.813264,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.73358,0.64362,0.784783,0.813173,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.73358,0.64362,0.784783,0.813355,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.73358,0.64362,0.784783,0.813264,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.732348,0.641786,0.782609,0.812443,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.732184,0.615752,0.731304,0.817041,5,"gqda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.732184,0.615752,0.731304,0.817041,5,"gqda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.731117,0.63945,0.780435,0.813446,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.728425,0.767522,0.917391,0.87199,4,"tabpfn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.728425,0.767522,0.917391,0.87199,4,"tabpfn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.726601,0.669709,0.823478,0.805565,5,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.711321,0.646503,0.802174,0.766876,2,"tune_first_ensemble_elastic_net_lr__nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.711321,0.646503,0.802174,0.766876,2,"tune_first_ensemble_elastic_net_lr__nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.695384,0.601169,0.728696,0.759533,5,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.695384,0.601169,0.728696,0.759533,5,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.767926,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.688378,0.680759,0.86087,0.774767,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.679575,0.502324,0.576087,0.730797,2,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.67287,0.711779,0.904348,0.792921,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.67287,0.711953,0.904348,0.781678,4,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.668436,0.699706,0.896522,0.807809,5,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.667853,0.536417,0.646087,0.720489,5,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.667396,0.658296,0.852174,0.768473,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.664295,0.664295,0.86087,0.776136,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.660007,0.645458,0.83913,0.754516,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.659369,0.654349,0.852174,0.764094,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.658767,0.600273,0.766087,0.712315,5,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.658092,0.674353,0.878261,0.84802,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.653508,0.648419,0.848913,0.756386,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.652497,0.599295,0.773913,0.697257,3,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,1,"tune_first_ensemble_elastic_net_lr__lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,1,"tune_first_ensemble_elastic_net_lr__lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,1,"tune_first_ensemble_elastic_net_lr__lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,1,"tune_first_ensemble_elastic_net_lr__lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.64917,0.683539,0.896522,0.845211,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.64917,0.683539,0.896522,0.845211,5,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.64917,0.683539,0.896522,0.845211,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.64917,0.683539,0.896522,0.845211,5,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.647473,0.666996,0.876522,0.809268,5,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.643769,0.489679,0.569565,0.666302,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.643769,0.489679,0.569565,0.666302,1,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.642675,0.651073,0.865217,0.775315,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.642273,0.567775,0.731304,0.83098,5,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.642082,0.639656,0.85,0.77422,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.64085,0.638608,0.847826,0.824667,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.637749,0.638999,0.856522,0.733352,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.637703,0.664208,0.884783,0.868272,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.637566,0.668888,0.893043,0.789892,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.635833,0.671429,0.895652,0.800036,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.635833,0.671429,0.895652,0.798851,1,"tune_first_ensemble_elastic_net_lr__dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.633461,0.62515,0.834783,0.799307,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.632777,0.651556,0.876087,0.806057,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.63188,0.598306,0.794203,0.719151,3,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.631454,0.635548,0.853913,0.738369,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.630907,0.653999,0.886957,0.800128,4,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.630907,0.659253,0.886957,0.857447,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.630086,0.656131,0.885507,0.818768,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.628505,0.624344,0.844928,0.752478,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.624795,0.626814,0.847826,0.764824,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.624187,0.568097,0.714493,0.656024,3,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.624187,0.568097,0.714493,0.656024,3,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.622022,0.644757,0.882609,0.758511,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.62145,0.642369,0.87971,0.764824,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.620872,0.613061,0.829565,0.736982,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.620203,0.638535,0.886957,0.772,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.617223,0.48011,0.565217,0.640029,2,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.616822,0.647622,0.890435,0.773107,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.615672,0.643596,0.888406,0.812017,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.615011,0.639491,0.883696,0.772213,8,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.614258,0.632686,0.871739,0.814176,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.611993,0.628118,0.872464,0.855927,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.611148,0.637648,0.886087,0.782996,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.610983,0.609949,0.834783,0.715855,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.610518,0.644193,0.893478,0.762908,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.609591,0.607039,0.830435,0.729368,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.609177,0.633116,0.882609,0.765736,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.609059,0.609261,0.841304,0.720991,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608739,0.614075,0.847826,0.731983,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608739,0.614075,0.847826,0.731983,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608694,0.625869,0.876087,0.779876,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608429,0.630775,0.886957,0.777376,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608283,0.599398,0.824348,0.716366,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.608283,0.628689,0.875362,0.717387,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.608009,0.461193,0.534783,0.608648,1,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.607523,0.606213,0.836232,0.720246,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.607097,0.607518,0.844928,0.739281,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.604361,0.629462,0.882609,0.787311,4,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.604361,0.626578,0.882609,0.805601,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.604132,0.602847,0.832609,0.729292,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.60374,0.630113,0.884348,0.783981,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.603631,0.515969,0.646087,0.648495,5,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.603631,0.515969,0.646087,0.648495,5,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.602536,0.618206,0.865217,0.789272,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.602513,0.62147,0.879348,0.799808,4,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.601806,0.469026,0.552174,0.674755,3,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.601806,0.469026,0.552174,0.674755,3,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.601514,0.626119,0.886087,0.746871,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.600864,0.624815,0.881159,0.776561,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.600438,0.595242,0.826087,0.714286,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.599051,0.61913,0.881739,0.775588,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.597811,0.623406,0.885217,0.770918,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.597573,0.617691,0.87913,0.748623,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.597154,0.623615,0.884058,0.733747,3,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.596333,0.618635,0.882609,0.755884,7,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.59626,0.568838,0.774783,0.639737,5,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.59584,0.619738,0.881739,0.805583,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.595603,0.617404,0.875652,0.805145,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.5946,0.620132,0.885217,0.764933,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.594485,0.615484,0.879348,0.798166,4,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.594356,0.591025,0.831884,0.733504,3,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.593122,0.612847,0.882609,0.764058,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.592684,0.595841,0.847826,0.720124,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.591407,0.611735,0.873913,0.77723,1,"mnpo_ensemble_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.590896,0.614178,0.884348,0.760117,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.59019,0.438747,0.607246,0.803199,3,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.590084,0.462515,0.545652,0.618318,2,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.589181,0.610437,0.875652,0.819996,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.588305,0.6125,0.882609,0.774676,2,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.588214,0.467593,0.556522,0.607918,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.588214,0.467593,0.556522,0.607918,1,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.588196,0.608802,0.873913,0.779858,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.587685,0.610347,0.884348,0.77183,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.587448,0.605571,0.878261,0.783361,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.586663,0.555458,0.752174,0.678891,1,"tune_first_ensemble_elastic_net_lr__nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.58597,0.603183,0.875652,0.779128,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.585222,0.607405,0.88,0.775406,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.584729,0.60536,0.87913,0.756103,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.580533,0.598189,0.877391,0.74979,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.580533,0.596151,0.877391,0.768254,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.577814,0.597772,0.878261,0.825725,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.576336,0.592573,0.875652,0.810983,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.575351,0.593763,0.873913,0.763182,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.574859,0.594053,0.873043,0.754278,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.574211,0.56917,0.815217,0.728973,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.573855,0.594899,0.882609,0.750556,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.572396,0.587633,0.868696,0.699617,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.571702,0.577437,0.83913,0.696953,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.570516,0.565963,0.808696,0.637657,1,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.569914,0.58392,0.875652,0.750155,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.567123,0.549352,0.768696,0.618975,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.566685,0.587131,0.886957,0.651523,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.55437,0.562048,0.865217,0.728699,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.550137,0.558044,0.886087,0.791024,5,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.550137,0.558044,0.886087,0.791024,5,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.544517,0.551057,0.847826,0.635468,1,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,1,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.537219,0.531915,0.778261,0.570471,4,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.533607,0.536572,0.873913,0.612115,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.532348,0.53098,0.888696,0.532348,5,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.532348,0.53098,0.888696,0.532348,5,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.527203,0.529281,0.862609,0.627367,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.525598,0.524053,0.786087,0.585733,5,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.521237,0.510555,0.886087,0.765481,5,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.514815,0.49777,0.886087,0.811859,5,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.514815,0.49777,0.886087,0.811859,5,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.513373,0.506079,0.86087,0.608976,5,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.506021,0.457925,0.595652,0.484674,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.506021,0.457925,0.595652,0.484674,2,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.695895,5,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.695785,5,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.499507,0.468576,0.881739,0.688998,5,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","non_genomic","cDNA",1150,10000,0.499507,0.468576,0.881739,0.688998,5,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","non_genomic","cDNA",1150,10000,0.499507,0.468576,0.881739,0.688998,5,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.821429,0.819048,0.868421,0.946429,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.785714,0.788435,0.842105,0.958645,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.747619,0.751587,0.789474,0.921885,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730952,0.802632,0.960261,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730952,0.802632,0.960261,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.718707,0.789474,0.963237,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.686395,0.789474,0.956604,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.946315,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.72619,0.709524,0.789474,0.967262,1,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,1,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,1,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,1,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.722619,0.705061,0.782895,0.969441,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.71627,0.688776,0.77193,0.954828,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.692857,0.789474,0.955669,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.714286,0.681293,0.776316,0.953628,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.702381,0.7,0.763158,0.950397,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.702381,0.704762,0.763158,0.940079,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.701587,0.676323,0.763158,0.867919,3,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.700893,0.667092,0.763158,0.952175,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.7,0.66176,0.736842,0.912247,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.699603,0.674622,0.754386,0.946433,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.699405,0.684184,0.763158,0.935132,2,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.699405,0.684184,0.763158,0.935132,2,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.699405,0.656406,0.763158,0.855126,2,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.69881,0.682965,0.763158,0.950028,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.6625,0.763158,0.880598,2,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.6625,0.763158,0.880598,2,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.6625,0.763158,0.880598,2,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.6625,0.763158,0.880598,2,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.6625,0.763158,0.880598,2,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.696429,0.672789,0.763158,0.952346,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.69494,0.680209,0.763158,0.947601,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.693452,0.670876,0.763158,0.95326,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692857,0.668084,0.756579,0.944041,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949762,5,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.692381,0.671406,0.757895,0.949563,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.668315,0.763158,0.955669,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,1,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,1,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.668315,0.763158,0.955669,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,1,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.689683,0.661867,0.754386,0.945899,3,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.6875,0.659949,0.75,0.920692,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.6875,0.658163,0.756579,0.952671,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.6875,0.668707,0.75,0.844898,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.685714,0.64915,0.710526,0.860615,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.685238,0.662834,0.752632,0.948163,5,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.685238,0.662834,0.752632,0.947965,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.685238,0.667018,0.747368,0.918851,5,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.685238,0.662834,0.752632,0.947965,5,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.683929,0.669359,0.75,0.948788,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.682857,0.656134,0.752632,0.949206,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.682857,0.655215,0.747368,0.946689,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.68254,0.654365,0.754386,0.952702,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.681548,0.661224,0.75,0.936437,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.680952,0.658815,0.75,0.941482,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.679762,0.662604,0.745614,0.912211,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.678571,0.638492,0.763158,0.942404,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.678571,0.638492,0.763158,0.942404,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.678571,0.658673,0.75,0.951431,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.678095,0.650454,0.742105,0.949626,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.678095,0.650113,0.742105,0.941621,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.677976,0.661196,0.743421,0.94595,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670242,0.736842,0.959325,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.67619,0.65907,0.736842,0.915154,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670975,0.736842,0.843552,1,"tune_first_ensemble_dlda__elastic_net_lr__knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670975,0.736842,0.843552,1,"tune_first_ensemble_dlda__elastic_net_lr__knn"],["gcm_ramaswamy","GCM (Ramaswamy)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.675595,0.65017,0.743421,0.951991,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.672619,0.636678,0.736842,0.935296,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.672024,0.655442,0.736842,0.937507,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.672024,0.646344,0.723684,0.915064,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.672024,0.646344,0.723684,0.915064,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.672024,0.646344,0.723684,0.915064,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.672024,0.646344,0.723684,0.915064,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.670536,0.656944,0.730263,0.944745,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.670238,0.610431,0.710526,0.964484,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.669841,0.660053,0.736842,0.941317,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.669841,0.660053,0.736842,0.941317,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.669841,0.660053,0.736842,0.941317,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.669841,0.660053,0.736842,0.941317,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.669762,0.642726,0.736842,0.926959,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.669762,0.642726,0.736842,0.926959,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.66756,0.649717,0.730263,0.946117,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.666667,0.636607,0.743421,0.941234,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.666667,0.646825,0.736842,0.939229,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.666667,0.657143,0.736842,0.942758,2,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.665873,0.64384,0.72807,0.943311,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.664583,0.635686,0.730263,0.939625,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.664286,0.637951,0.710526,0.899276,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.664286,0.637951,0.710526,0.899276,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.664286,0.652577,0.710526,0.907076,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.663988,0.643197,0.730263,0.930974,4,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.66381,0.6361,0.731579,0.947608,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.663095,0.639342,0.736842,0.943651,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.662619,0.63823,0.731579,0.932849,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.6625,0.655896,0.723684,0.938821,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.662302,0.634977,0.719298,0.913794,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.662302,0.634977,0.719298,0.913794,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.662302,0.634977,0.719298,0.913794,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.662302,0.642404,0.719298,0.91813,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.662302,0.642404,0.719298,0.91813,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.661905,0.629762,0.710526,0.925907,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.661905,0.633636,0.736842,0.937479,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.661111,0.654896,0.72807,0.948593,3,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.660714,0.619898,0.736842,0.932795,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.660714,0.620238,0.736842,0.854443,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659762,0.63415,0.726316,0.928566,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.659524,0.64263,0.723684,0.904866,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.659048,0.633469,0.726316,0.947154,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.658333,0.633277,0.719298,0.912716,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.657738,0.634566,0.736842,0.942071,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.657738,0.634566,0.736842,0.942071,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.657738,0.632426,0.730263,0.940072,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.654762,0.642857,0.736842,0.951701,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.654762,0.626389,0.730263,0.948675,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.654167,0.633007,0.730263,0.943162,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.653571,0.640079,0.723684,0.903251,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.653571,0.640079,0.723684,0.903251,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.653571,0.640079,0.723684,0.903251,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.652381,0.630159,0.710526,0.924065,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.650298,0.629507,0.723684,0.946414,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.649702,0.626495,0.717105,0.927903,4,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.64881,0.622619,0.723684,0.944515,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.648333,0.624875,0.721053,0.950187,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.647619,0.622547,0.710526,0.911436,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.647619,0.622547,0.710526,0.911436,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.647222,0.631689,0.710526,0.926069,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.647222,0.631689,0.710526,0.926069,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.647222,0.631689,0.710526,0.926069,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.647222,0.631689,0.710526,0.926069,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.647143,0.628402,0.726316,0.94928,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.646131,0.623257,0.710526,0.924285,4,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.645952,0.627392,0.721053,0.947954,5,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.645952,0.626984,0.721053,0.946009,5,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.645952,0.624966,0.721053,0.924467,5,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.645238,0.617956,0.723684,0.950503,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.642857,0.608791,0.710526,0.921287,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.642857,0.620748,0.736842,0.94538,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.642857,0.633983,0.684211,0.921202,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.642857,0.614683,0.736842,0.876871,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.642381,0.631342,0.721053,0.903761,5,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.640774,0.609142,0.710526,0.950227,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,1,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.640476,0.630159,0.710526,0.929641,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.639286,0.616256,0.710526,0.942446,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.63881,0.617551,0.710526,0.941723,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.636905,0.599969,0.684211,0.941298,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.636905,0.630272,0.710526,0.933787,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.63619,0.61,0.710526,0.934946,5,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.634821,0.615512,0.713816,0.944969,8,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.634821,0.615512,0.713816,0.944969,8,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.604719,0.703947,0.957681,4,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.616667,0.684211,0.932168,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.618027,0.710526,0.925312,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.630357,0.611977,0.710526,0.943353,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.629286,0.588923,0.7,0.940023,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.60938,0.684211,0.891656,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.607339,0.684211,0.891777,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.627976,0.609439,0.710526,0.922761,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.626905,0.611088,0.705263,0.947387,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.62619,0.60119,0.684211,0.929576,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.62619,0.60119,0.684211,0.929576,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.625,0.60051,0.710526,0.918226,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.624702,0.594359,0.707237,0.940473,8,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.624206,0.60172,0.701754,0.920259,3,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.622917,0.600528,0.703947,0.940384,4,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.622917,0.600528,0.703947,0.940384,4,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.622321,0.60698,0.697368,0.936231,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.622024,0.597406,0.710526,0.953493,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.614978,0.7,0.937409,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.597897,0.705263,0.926468,5,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.621429,0.596088,0.684211,0.904009,2,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.620952,0.601633,0.694737,0.943776,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.61994,0.581859,0.697368,0.937149,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.618095,0.573441,0.684211,0.930084,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.617381,0.599535,0.694737,0.946173,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.616905,0.608741,0.7,0.940446,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.61619,0.586632,0.694737,0.898024,5,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.615714,0.587914,0.684211,0.912626,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.615476,0.624337,0.675439,0.942588,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.613393,0.583787,0.684211,0.932327,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.613095,0.619558,0.684211,0.953373,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.612619,0.583264,0.694737,0.901083,5,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.611905,0.593975,0.684211,0.916882,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.611054,0.594023,0.691729,0.930584,7,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.610714,0.585289,0.671053,0.912133,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.610238,0.597438,0.689474,0.933968,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.607143,0.6,0.697368,0.896301,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.605952,0.605483,0.671053,0.826538,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,1,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,1,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,1,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.604464,0.584814,0.677632,0.933883,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.603175,0.569999,0.692982,0.926833,3,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.602619,0.601519,0.678947,0.938985,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.602083,0.574448,0.677632,0.931581,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.60119,0.556122,0.684211,0.924816,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.60119,0.581122,0.684211,0.91807,2,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.599206,0.579932,0.684211,0.933503,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.597857,0.584864,0.673684,0.908594,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.597619,0.570466,0.689474,0.936822,5,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.597173,0.576318,0.680921,0.927466,8,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595635,0.58271,0.675439,0.816537,3,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.569048,0.684211,0.955556,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.553968,0.684211,0.944331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.560884,0.684211,0.923129,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.579898,0.678947,0.92733,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.57619,0.684211,0.931378,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.553968,0.684211,0.944331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.553968,0.684211,0.944331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.595238,0.565646,0.684211,0.835317,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.594444,0.568199,0.675439,0.934769,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.594048,0.57969,0.671053,0.925167,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.593333,0.573379,0.668421,0.925018,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.592857,0.586931,0.657895,0.893767,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.592857,0.586931,0.657895,0.898601,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.592262,0.563152,0.671053,0.892602,2,"gqda"],["gcm_ramaswamy","GCM (Ramaswamy)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.592262,0.563152,0.671053,0.892602,2,"gqda"],["gcm_ramaswamy","GCM (Ramaswamy)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.59127,0.569257,0.684211,0.935299,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.590476,0.560714,0.657895,0.930136,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.590179,0.573328,0.671053,0.920486,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.588571,0.569989,0.668421,0.91949,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.587202,0.566808,0.671053,0.930513,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.585714,0.54983,0.675439,0.931552,3,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.583571,0.554909,0.663158,0.920026,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.583333,0.553968,0.684211,0.935488,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.582143,0.595011,0.671053,0.914512,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.580952,0.553968,0.657895,0.948361,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.579524,0.55602,0.652632,0.91453,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.578333,0.566247,0.663158,0.913784,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.577857,0.564127,0.657895,0.924,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.577381,0.562585,0.657895,0.948143,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.576429,0.554671,0.657895,0.916457,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.574603,0.564777,0.649123,0.924192,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,1,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,1,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,1,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,1,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.569524,0.556735,0.652632,0.910338,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.568452,0.551175,0.644737,0.938506,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.568333,0.55076,0.647368,0.92063,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.567143,0.55856,0.647368,0.920171,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.56619,0.54386,0.636842,0.903646,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.565476,0.564569,0.657895,0.918155,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.565476,0.517857,0.657895,0.914029,1,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.563095,0.54897,0.636842,0.913268,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.562202,0.547874,0.651316,0.927922,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.561667,0.53534,0.642105,0.917609,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.560714,0.534599,0.649123,0.892045,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.559524,0.52619,0.657895,0.875454,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.559524,0.570748,0.657895,0.914059,1,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.559524,0.527551,0.657895,0.915334,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.558095,0.532086,0.642105,0.926695,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.55744,0.547888,0.644737,0.917871,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.557143,0.530499,0.631579,0.886678,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.557143,0.530499,0.631579,0.886678,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.55619,0.535316,0.642105,0.916683,5,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.555556,0.533787,0.649123,0.91781,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.555159,0.554932,0.631579,0.916666,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.555159,0.550435,0.631579,0.942536,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.553869,0.530471,0.644737,0.925921,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.552381,0.548073,0.644737,0.925919,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.550794,0.539947,0.649123,0.911731,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.549405,0.541015,0.638158,0.909148,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.548214,0.541893,0.631579,0.926784,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.513889,0.644737,0.92646,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.518862,0.644737,0.933433,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.538745,0.631579,0.911448,1,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,1,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,1,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,1,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.520635,0.657895,0.89076,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.520635,0.657895,0.89076,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547619,0.523299,0.657895,0.918906,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.547381,0.53551,0.631579,0.902446,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.545714,0.532148,0.621053,0.908853,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.545238,0.534524,0.631579,0.937758,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.542619,0.524223,0.626316,0.911519,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.542381,0.519807,0.631579,0.896823,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.54119,0.531077,0.615789,0.910931,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.539683,0.529762,0.631579,0.907648,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.539683,0.529762,0.631579,0.907648,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.539683,0.529762,0.631579,0.907648,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.539286,0.536053,0.614035,0.910147,3,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.537857,0.510164,0.615789,0.90606,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.537698,0.51542,0.631579,0.921712,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.535714,0.518254,0.631579,0.922704,1,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.535714,0.518027,0.631579,0.961253,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.535714,0.516378,0.631579,0.900762,1,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.535476,0.519456,0.621053,0.915438,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.534127,0.52517,0.631579,0.930385,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.534127,0.52517,0.631579,0.930385,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.534127,0.52517,0.631579,0.930385,3,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.533095,0.512823,0.621053,0.896692,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.53119,0.522755,0.626316,0.909739,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.529762,0.519942,0.631579,0.911664,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.529286,0.522585,0.610526,0.908324,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.529048,0.512959,0.615789,0.907306,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.527381,0.52619,0.605263,0.931424,1,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.527381,0.501247,0.618421,0.896851,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.527381,0.501247,0.618421,0.896851,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.527381,0.501247,0.618421,0.896851,2,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.525476,0.506202,0.610526,0.908559,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.52381,0.49898,0.631579,0.925794,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.522619,0.496115,0.605263,0.907497,4,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.522619,0.510573,0.631579,0.928033,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.520238,0.502423,0.625,0.909382,4,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.519048,0.499942,0.622807,0.921334,3,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.514762,0.489048,0.6,0.910959,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.51,0.497971,0.6,0.901687,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.509524,0.487642,0.605263,0.906689,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.5,0.480512,0.599415,0.899165,9,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.5,0.483333,0.605263,0.89144,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",190,16063,0.499762,0.461045,0.6,0.851953,5,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.494048,0.484694,0.605263,0.895139,2,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.493095,0.477268,0.594737,0.888965,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy 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benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.475893,0.466879,0.578947,0.885117,4,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.47381,0.470635,0.578947,0.932001,1,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.467619,0.472454,0.552632,0.888148,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",190,16063,0.467143,0.455079,0.568421,0.890272,5,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy 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panel","medium","non_genomic","cDNA",7000,5000,0.976071,0.976071,0.976071,0.995641,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.976071,0.976071,0.976071,0.995641,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.976071,0.976071,0.976071,0.995641,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.976071,0.976071,0.976071,0.995641,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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(NIPS 2003 FS Challenge)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969643,0.96964,0.969643,0.994205,2,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969571,0.969571,0.969571,0.994503,5,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969571,0.969571,0.969571,0.994503,5,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969143,0.969142,0.969143,0.994131,5,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969143,0.969142,0.969143,0.993984,5,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.969048,0.969046,0.969048,0.993898,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.969048,0.969046,0.969048,0.993898,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.969048,0.969046,0.969048,0.993898,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.969048,0.969047,0.969048,0.994858,3,"mnpo_elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.968929,0.968928,0.968929,0.99398,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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benchmark panel","medium","non_genomic","cDNA",7000,5000,0.967857,0.967857,0.967857,0.994776,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.967857,0.967856,0.967857,0.993359,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.967857,0.967855,0.967857,0.970268,5,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.967857,0.967857,0.967857,0.993273,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 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benchmark panel","medium","non_genomic","cDNA",7000,5000,0.9675,0.9675,0.9675,0.993799,2,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.9675,0.9675,0.9675,0.993799,2,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.967321,0.967321,0.967321,0.993592,4,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.967143,0.967133,0.967143,0.97589,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS 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Challenge)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.992978,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.992978,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.992978,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965712,0.965714,0.993745,1,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.992978,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.992978,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965714,0.965714,0.965714,0.992316,2,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.965476,0.965476,0.965476,0.992675,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS 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(NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.963571,0.963568,0.963571,0.994555,1,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.962857,0.962857,0.962857,0.992544,2,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.962857,0.962853,0.962857,0.991194,1,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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panel","medium","non_genomic","cDNA",7000,5000,0.962143,0.962143,0.962143,0.991767,1,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.962143,0.962141,0.962143,0.993466,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.962143,0.962141,0.962143,0.993466,5,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.962143,0.962143,0.962143,0.962115,1,"tune_first_ensemble_elastic_net_lr__lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.961857,0.961856,0.961857,0.992327,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.961429,0.961424,0.961429,0.992569,1,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS 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TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,1,"mnpo_elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.961071,0.961069,0.961071,0.992766,2,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.960857,0.960855,0.960857,0.989983,5,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.960857,0.960855,0.960857,0.989983,5,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.960857,0.960856,0.960857,0.986781,5,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.960714,0.960714,0.960714,0.991814,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.960714,0.960713,0.960714,0.99209,1,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.960571,0.960571,0.960571,0.992416,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.960429,0.960428,0.960429,0.992253,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.960143,0.960142,0.960143,0.990293,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.959429,0.959427,0.959429,0.991984,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.959286,0.959286,0.959286,0.988769,1,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.959286,0.959282,0.959286,0.992231,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.959286,0.959285,0.959286,0.990138,4,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.959286,0.959283,0.959286,0.992167,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.959,0.958998,0.959,0.990051,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.958571,0.95857,0.958571,0.992457,5,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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panel","medium","non_genomic","cDNA",7000,5000,0.957714,0.957713,0.957714,0.990777,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.957381,0.95738,0.957381,0.990462,9,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.957286,0.957283,0.957286,0.992151,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.957143,0.957138,0.957143,0.991655,2,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.957143,0.957142,0.957143,0.990387,9,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.957143,0.95714,0.957143,0.991623,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.956857,0.956857,0.956857,0.989786,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.956786,0.956782,0.956786,0.990524,2,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset","medium","non_genomic","cDNA",7000,5000,0.955714,0.955688,0.955714,0.991184,1,"rf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.954857,0.954855,0.954857,0.990966,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.954571,0.95457,0.954571,0.987662,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.954571,0.954569,0.954571,0.989379,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.954286,0.954285,0.954286,0.987768,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.954286,0.954282,0.954286,0.991304,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.953429,0.953423,0.953429,0.953429,5,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.953429,0.953423,0.953429,0.953429,5,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.953286,0.953266,0.953286,0.985736,5,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.953286,0.953284,0.953286,0.989452,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.953286,0.953266,0.953286,0.985736,5,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.952679,0.952659,0.952679,0.989765,4,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.949,0.948998,0.949,0.987302,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.948714,0.948712,0.948714,0.987692,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.948429,0.948428,0.948429,0.987598,5,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.948429,0.948428,0.948429,0.987598,5,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.942429,0.942422,0.942429,0.984134,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.941857,0.941849,0.941857,0.984144,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.941286,0.941283,0.941286,0.983489,5,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.941143,0.94114,0.941143,0.983499,5,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.940714,0.94071,0.940714,0.982006,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.94,0.939994,0.94,0.98207,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.938286,0.938266,0.938286,0.983559,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.929286,0.929271,0.929286,0.979587,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.929143,0.929123,0.929143,0.978353,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.929,0.928978,0.929,0.978448,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.927857,0.927847,0.927857,0.974227,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 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panel","medium","non_genomic","cDNA",7000,5000,0.923429,0.923413,0.923429,0.975439,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.923429,0.923411,0.923429,0.972512,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.923286,0.923268,0.923286,0.975501,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.921571,0.921548,0.921571,0.970207,5,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel","medium","non_genomic","cDNA",7000,5000,0.885286,0.88527,0.885286,0.954745,5,"dbda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.885286,0.88527,0.885286,0.954745,5,"dbda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.884286,0.884269,0.884286,0.950582,5,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.884286,0.884269,0.884286,0.950582,5,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark 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panel","medium","non_genomic","cDNA",7000,5000,0.843286,0.84322,0.843286,0.900799,5,"gqda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.843286,0.84322,0.843286,0.900799,5,"gqda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.815952,0.814904,0.815952,0.94495,3,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.788571,0.788528,0.788571,0.865033,5,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","non_genomic","cDNA",7000,5000,0.788571,0.788528,0.788571,0.865033,5,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.765952,0.764875,0.765952,0.925643,3,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.671429,0.669744,0.671429,0.881073,1,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",7000,5000,0.662857,0.659645,0.662857,0.880706,1,"svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.753125,0.736434,0.763889,0.865518,2,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.753125,0.736434,0.763889,0.865518,2,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.753125,0.736434,0.763889,0.865518,2,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.912488,1,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.912488,1,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.912488,1,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.912488,1,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.912488,1,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.7375,0.720785,0.722222,0.860992,1,"mnpo_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.728125,0.728125,0.75,0.415348,1,"mnpo_ensemble_knn__elastic_net_lr__dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.728125,0.728125,0.75,0.415348,1,"mnpo_ensemble_knn__elastic_net_lr__dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.71875,0.688988,0.777778,0.386895,1,"mnpo_ensemble_svm_linear__lr__elastic_net_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.71875,0.688988,0.777778,0.386895,1,"mnpo_ensemble_svm_linear__lr__elastic_net_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.71875,0.7084,0.75,0.421182,1,"mnpo_ensemble_knn__elastic_net_lr__svm_rbf"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.71875,0.688988,0.777778,0.386895,1,"mnpo_ensemble_svm_linear__lr__elastic_net_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.715625,0.686514,0.736111,0.886516,2,"rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.715625,0.686514,0.736111,0.886516,2,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.715625,0.686514,0.736111,0.886516,2,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.70625,0.674641,0.75,0.86078,2,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.69375,0.666883,0.75,0.871177,1,"mnpo_svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.69375,0.666883,0.75,0.871177,1,"mnpo_svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.69375,0.666883,0.75,0.398059,1,"mnpo_ensemble_nb__knn__svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6875,0.643363,0.694444,0.860544,1,"rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6875,0.643363,0.694444,0.860544,1,"rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6875,0.643363,0.694444,0.860544,1,"rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.682813,0.675724,0.708333,0.823663,2,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.679375,0.660613,0.688889,0.82519,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.673438,0.646888,0.722222,0.863639,2,"spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.673438,0.646888,0.722222,0.863639,2,"spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.673438,0.646888,0.722222,0.863639,2,"spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.669375,0.645303,0.677778,0.825192,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.66375,0.639084,0.688889,0.823838,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6625,0.647727,0.694444,0.388306,1,"mnpo_ensemble_svm_linear__dlda__elastic_net_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6625,0.616539,0.666667,0.829441,1,"mnpo_dbda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6625,0.616539,0.666667,0.829441,1,"mnpo_dbda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.655625,0.629759,0.683333,0.836867,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.653125,0.632843,0.694444,0.424698,1,"mnpo_ensemble_knn__nb__lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.653125,0.638039,0.661111,0.824183,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.653125,0.626455,0.661111,0.808219,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6525,0.635215,0.677778,0.818322,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.650625,0.630057,0.672222,0.834868,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.649375,0.623645,0.666667,0.831856,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.64625,0.633332,0.666667,0.82692,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.64375,0.613388,0.638889,0.830929,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.643125,0.622176,0.655556,0.829797,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6425,0.622965,0.666667,0.813834,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.64125,0.621041,0.661111,0.810232,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.640625,0.624664,0.701389,0.83954,4,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.639375,0.624413,0.666667,0.818296,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.639375,0.607975,0.672222,0.823364,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,1,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.625367,0.666667,0.375907,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.625367,0.666667,0.375907,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6375,0.625367,0.666667,0.375907,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63625,0.618691,0.661111,0.832893,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.634375,0.617842,0.686508,0.825659,7,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.633125,0.612558,0.644444,0.821653,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.594599,0.661111,0.833143,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"mnpo_pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"mnpo_pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"mnpo_pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.63125,0.581505,0.638889,0.752675,1,"mnpo_pls_da_classifier"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.629375,0.602,0.661111,0.813224,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.628571,0.612119,0.674603,0.819973,7,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.628125,0.596887,0.661111,0.827857,5,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6275,0.607988,0.672222,0.830445,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.62625,0.6006,0.661111,0.827311,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.624306,0.615489,0.660494,0.834183,9,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.62375,0.596711,0.683333,0.817058,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6,0.542629,0.555556,0.77583,1,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.6,0.567376,0.633333,0.797552,5,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.59875,0.589502,0.661111,0.815377,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.598125,0.585708,0.661111,0.829102,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(Scikit-feature)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.58875,0.568826,0.655556,0.827752,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.58875,0.575315,0.65,0.810543,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.588542,0.555457,0.611111,0.800399,3,"mnpo_elastic_net_lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.586875,0.567048,0.661111,0.837871,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.586875,0.557378,0.627778,0.791822,5,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.585625,0.564463,0.65,0.82613,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.585,0.560027,0.655556,0.826823,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.585,0.567913,0.655556,0.809483,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(Scikit-feature)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.58375,0.561835,0.65,0.821166,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.583125,0.552087,0.622222,0.798838,5,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.583125,0.552439,0.627778,0.797051,5,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.581875,0.568012,0.655556,0.835465,5,"dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel","hard","genomics","cDNA",180,49151,0.515625,0.452922,0.527778,0.774035,1,"mnpo_dlda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.48125,0.462798,0.527778,0.771755,1,"dbda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.48125,0.462798,0.527778,0.771755,1,"dbda"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",180,49151,0.48125,0.462798,0.527778,0.771755,1,"dbda"],["gli_85","Glioma (GLI_85)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy 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HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"dlda"],["gli_85","Glioma (GLI_85)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,1,"dlda"],["gli_85","Glioma (GLI_85)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"knn"],["gli_85","Glioma 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subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"dlda"],["gli_85","Glioma (GLI_85)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma 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subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"dlda"],["gli_85","Glioma (GLI_85)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.983333,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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(GLI_85)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.5,1,"mnpo_ensemble_elastic_net_lr__knn"],["gli_85","Glioma (GLI_85)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.952778,0.952417,0.960784,0.994444,3,"dlda"],["gli_85","Glioma (GLI_85)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.952778,0.952417,0.960784,0.994444,3,"dlda"],["gli_85","Glioma (GLI_85)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.95,0.962222,0.970588,1.0,2,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.929167,0.928625,0.941176,0.991667,2,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.929167,0.928625,0.941176,0.983333,2,"dlda"],["gli_85","Glioma (GLI_85)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.929167,0.928625,0.941176,0.991667,2,"knn"],["gli_85","Glioma 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HG-U133A",85,22283,0.908333,0.89557,0.911765,0.983333,2,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.908333,0.89557,0.911765,0.5,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gli_85","Glioma (GLI_85)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.908333,0.89557,0.911765,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.908333,0.89557,0.911765,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["gli_85","Glioma (GLI_85)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.972222,3,"dlda"],["gli_85","Glioma (GLI_85)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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(GLI_85)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"lr"],["gli_85","Glioma (GLI_85)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"dlda"],["gli_85","Glioma (GLI_85)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"dlda"],["gli_85","Glioma (GLI_85)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"dlda"],["gli_85","Glioma (GLI_85)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.95,1,"dlda"],["gli_85","Glioma (GLI_85)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.95,1,"dlda"],["gli_85","Glioma (GLI_85)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"dlda"],["gli_85","Glioma (GLI_85)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.95,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"knn"],["gli_85","Glioma (GLI_85)","P13_regime_off","P","V18 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panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"dlda"],["gli_85","Glioma (GLI_85)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.9,1,"pls_da_classifier"],["gli_85","Glioma (GLI_85)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"dlda"],["gli_85","Glioma (GLI_85)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"knn"],["gli_85","Glioma (GLI_85)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.9,1,"pls_da_classifier"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__lr"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__lr"],["gli_85","Glioma (GLI_85)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__lr"],["gli_85","Glioma (GLI_85)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"tune_first_ensemble_dlda__lr__knn"],["gli_85","Glioma (GLI_85)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"knn"],["gli_85","Glioma (GLI_85)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_knn__dlda"],["gli_85","Glioma (GLI_85)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_knn__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,1,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,1,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.891667,0.883158,0.901961,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.891667,0.883158,0.901961,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.891667,0.883158,0.901961,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8875,0.871212,0.882353,0.925,2,"dlda"],["gli_85","Glioma (GLI_85)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.891389,0.911765,0.991667,2,"lr"],["gli_85","Glioma (GLI_85)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.886667,0.911765,0.966667,2,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.891389,0.911765,0.904167,2,"knn"],["gli_85","Glioma (GLI_85)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.891389,0.911765,0.958333,2,"knn"],["gli_85","Glioma (GLI_85)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.886667,0.911765,0.983333,2,"lr"],["gli_85","Glioma (GLI_85)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.879167,0.888031,0.911765,0.941667,4,"knn"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.878333,0.874467,0.894118,0.923333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.875,0.884128,0.905882,0.933333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.875,0.884128,0.905882,0.943333,5,"dlda"],["gli_85","Glioma (GLI_85)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.875,0.813187,0.823529,0.9,1,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.875,0.881,0.905882,0.93,5,"svm_rbf"],["gli_85","Glioma (GLI_85)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.875,0.813187,0.823529,0.95,1,"nb"],["gli_85","Glioma (GLI_85)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.875,0.813187,0.823529,0.9,1,"svm_linear"],["gli_85","Glioma (GLI_85)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.86875,0.874861,0.897059,0.9375,4,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.866667,0.87069,0.894118,0.95,5,"dlda"],["gli_85","Glioma (GLI_85)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.866667,0.837615,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.863889,0.842655,0.862745,0.927778,3,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8625,0.847047,0.867647,0.933333,4,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.861667,0.849397,0.870588,0.913333,5,"near_subspace"],["gli_85","Glioma (GLI_85)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.863771,0.882353,0.933333,3,"dlda"],["gli_85","Glioma (GLI_85)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.95,1,"lr"],["gli_85","Glioma (GLI_85)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.95,1,"lr"],["gli_85","Glioma (GLI_85)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma 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FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858117,0.882353,0.916667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.859707,0.882353,0.923333,5,"dlda"],["gli_85","Glioma (GLI_85)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.808333,1,"knn"],["gli_85","Glioma (GLI_85)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.883333,1,"lr"],["gli_85","Glioma (GLI_85)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.916667,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.861432,0.882353,0.9,2,"dlda"],["gli_85","Glioma (GLI_85)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.833333,1,"knn"],["gli_85","Glioma (GLI_85)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.9,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"nb"],["gli_85","Glioma (GLI_85)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.861432,0.882353,0.916667,2,"dlda"],["gli_85","Glioma (GLI_85)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.95,1,"nb"],["gli_85","Glioma (GLI_85)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"nb"],["gli_85","Glioma (GLI_85)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.883333,1,"lr"],["gli_85","Glioma (GLI_85)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.95,1,"nb"],["gli_85","Glioma (GLI_85)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.85,1,"knn"],["gli_85","Glioma (GLI_85)","P09_fold_none","P","V18 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HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.858333,1,"pls_da_classifier"],["gli_85","Glioma (GLI_85)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.861432,0.882353,0.891667,2,"lr"],["gli_85","Glioma (GLI_85)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"mnpo_tabm"],["gli_85","Glioma (GLI_85)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.933333,1,"mnpo_gqda"],["gli_85","Glioma (GLI_85)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.5,1,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.5,1,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.5,1,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.85,1,"knn"],["gli_85","Glioma (GLI_85)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.95,1,"mnpo_nb"],["gli_85","Glioma (GLI_85)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.975,2,"mnpo_nsc"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.857972,0.882353,0.5,3,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.857972,0.882353,0.5,3,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.857972,0.882353,0.5,3,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.857972,0.882353,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.859356,0.882353,0.92,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858125,0.882353,0.93,5,"dlda"],["gli_85","Glioma 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HG-U133A",85,22283,0.846667,0.853758,0.882353,0.933333,5,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.853758,0.882353,0.933333,5,"svm_linear"],["gli_85","Glioma (GLI_85)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.853906,0.882353,0.903333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.855214,0.882353,0.953333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.85245,0.882353,0.92,5,"dlda"],["gli_85","Glioma 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HG-U133A",85,22283,0.846667,0.853906,0.882353,0.916667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.855795,0.882353,0.916667,5,"dlda"],["gli_85","Glioma (GLI_85)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.853758,0.882353,0.933333,5,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.853758,0.882353,0.933333,5,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.846667,0.853758,0.882353,0.933333,5,"svm_linear"],["gli_85","Glioma (GLI_85)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.84375,0.85125,0.882353,0.9125,4,"svm_rbf"],["gli_85","Glioma (GLI_85)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.843333,0.859143,0.894118,0.933333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.841667,0.830415,0.858824,0.893333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.841667,0.834285,0.858824,0.886667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.841667,0.834285,0.858824,0.89,5,"dlda"],["gli_85","Glioma (GLI_85)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.84,0.806626,0.823529,0.903333,5,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.84,0.806626,0.823529,0.903333,5,"copula_da"],["gli_85","Glioma (GLI_85)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.5,5,"vote_ensemble"],["gli_85","Glioma (GLI_85)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840467,0.870588,0.926667,5,"lr"],["gli_85","Glioma (GLI_85)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.842573,0.870588,0.936667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.844015,0.870588,0.91,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.842573,0.870588,0.906667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.841775,0.870588,0.9,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.838333,0.840684,0.870588,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.832016,0.852941,0.875,2,"svm_linear"],["gli_85","Glioma (GLI_85)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.5,2,"tune_first_ensemble_dlda__lr"],["gli_85","Glioma (GLI_85)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.933333,2,"dlda"],["gli_85","Glioma (GLI_85)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.891667,2,"mnpo_lr"],["gli_85","Glioma (GLI_85)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.833434,0.852941,0.941667,2,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.824736,0.852941,0.866667,2,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.824736,0.852941,0.866667,2,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8375,0.824736,0.852941,0.5,2,"tune_first_ensemble_elastic_net_lr__lr"],["gli_85","Glioma (GLI_85)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.833333,0.86584,0.901961,0.947222,3,"knn"],["gli_85","Glioma (GLI_85)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.833333,0.836271,0.867647,0.833333,4,"pls_da_classifier"],["gli_85","Glioma (GLI_85)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.833333,0.86584,0.901961,0.955556,3,"knn"],["gli_85","Glioma (GLI_85)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.829268,0.858824,0.93,5,"dlda"],["gli_85","Glioma (GLI_85)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.829268,0.858824,0.93,5,"shrinkage_lda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.832046,0.858824,0.903333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.833259,0.858824,0.903333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.833935,0.858824,0.866667,5,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.83,0.829268,0.858824,0.93,5,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.83,0.829268,0.858824,0.93,5,"shrinkage_lda"],["gli_85","Glioma (GLI_85)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.827245,0.858824,0.913333,5,"sglnn"],["gli_85","Glioma (GLI_85)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.83,0.827245,0.858824,0.913333,5,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.83,0.827245,0.858824,0.913333,5,"sglnn"],["gli_85","Glioma (GLI_85)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.829167,0.847436,0.882353,0.895833,2,"knn"],["gli_85","Glioma (GLI_85)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.829167,0.847436,0.882353,0.891667,2,"knn"],["gli_85","Glioma (GLI_85)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.829167,0.848889,0.882353,0.925,2,"knn"],["gli_85","Glioma (GLI_85)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.826667,0.83708,0.870588,0.923333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.826667,0.833938,0.870588,0.906667,5,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.826667,0.836325,0.870588,0.826667,5,"pls_da_classifier"],["gli_85","Glioma (GLI_85)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.825,0.833148,0.862745,0.883333,3,"mnpo_lr"],["gli_85","Glioma (GLI_85)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.822917,0.819473,0.852941,0.916667,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.821667,0.816815,0.847059,0.926667,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81875,0.833996,0.867647,0.904167,4,"dlda"],["gli_85","Glioma (GLI_85)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81875,0.827923,0.867647,0.90625,8,"dlda"],["gli_85","Glioma (GLI_85)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81875,0.830096,0.867647,0.877083,4,"knn"],["gli_85","Glioma (GLI_85)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.82688,0.858824,0.79,5,"gpc"],["gli_85","Glioma (GLI_85)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.823103,0.858824,0.916667,5,"tabm"],["gli_85","Glioma (GLI_85)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.819891,0.858824,0.95,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.824545,0.858824,0.923333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.825425,0.858824,0.87,5,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.818333,0.823103,0.858824,0.916667,5,"tabm"],["gli_85","Glioma (GLI_85)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.79326,0.823529,0.966667,2,"nb"],["gli_85","Glioma (GLI_85)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"lr"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.9,1,"lr"],["gli_85","Glioma (GLI_85)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.95,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.883333,1,"dlda"],["gli_85","Glioma (GLI_85)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.800379,0.823529,0.95,2,"nsc"],["gli_85","Glioma (GLI_85)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,1,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.800379,0.823529,0.95,2,"nsc"],["gli_85","Glioma (GLI_85)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.5,1,"mnpo_ensemble_knn__lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.5,1,"mnpo_ensemble_elastic_net_lr__nb"],["gli_85","Glioma (GLI_85)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.85,1,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.816667,0.800379,0.823529,0.95,2,"mnpo_nsc"],["gli_85","Glioma (GLI_85)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.815,0.827032,0.870588,0.9,5,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.815,0.831385,0.870588,0.895,5,"knn"],["gli_85","Glioma (GLI_85)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.813333,0.806602,0.835294,0.896667,5,"rp_ensemble"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.813333,0.805482,0.835294,0.933333,5,"dlda"],["gli_85","Glioma (GLI_85)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.813333,0.806602,0.835294,0.896667,5,"rp_ensemble"],["gli_85","Glioma (GLI_85)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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HG-U133A",85,22283,0.81,0.814239,0.847059,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81,0.814239,0.847059,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81,0.814239,0.847059,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81,0.814239,0.847059,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.81,0.814239,0.847059,0.913333,5,"dlda"],["gli_85","Glioma 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HG-U133A",85,22283,0.808333,0.813131,0.852941,0.908333,4,"tabpfn"],["gli_85","Glioma (GLI_85)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.808333,0.820556,0.852941,0.941667,2,"svm_rbf"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.808333,0.788788,0.811765,0.908333,5,"nsc"],["gli_85","Glioma (GLI_85)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.808333,0.817383,0.852941,0.908333,4,"mnpo_lr"],["gli_85","Glioma (GLI_85)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.806667,0.817504,0.858824,0.913333,5,"dlda"],["gli_85","Glioma (GLI_85)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.805556,0.825883,0.862745,0.922222,3,"dlda"],["gli_85","Glioma (GLI_85)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.802083,0.787547,0.823529,0.908333,4,"dlda"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.801667,0.80304,0.835294,0.903333,5,"dlda"],["gli_85","Glioma (GLI_85)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,1.0,1,"nb"],["gli_85","Glioma (GLI_85)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.966667,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.966667,1,"lr"],["gli_85","Glioma (GLI_85)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.866667,1,"knn"],["gli_85","Glioma (GLI_85)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.983333,1,"mnpo_knn"],["gli_85","Glioma (GLI_85)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.5,1,"mnpo_ensemble_lr__knn"],["gli_85","Glioma (GLI_85)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.798333,0.80988,0.847059,0.91,5,"dlda"],["gli_85","Glioma (GLI_85)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.797222,0.795632,0.823529,0.855556,3,"dlda"],["gli_85","Glioma (GLI_85)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.796667,0.782987,0.811765,0.908333,5,"spatial_median_da"],["gli_85","Glioma (GLI_85)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.795833,0.770422,0.794118,0.858333,2,"near_subspace"],["gli_85","Glioma (GLI_85)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.795833,0.770422,0.794118,0.85,2,"lr"],["gli_85","Glioma (GLI_85)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.791667,0.701754,0.705882,0.933333,1,"lr"],["gli_85","Glioma (GLI_85)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.79,0.794188,0.835294,0.91,5,"dlda"],["gli_85","Glioma (GLI_85)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.79,0.793539,0.835294,0.946667,5,"dlda"],["gli_85","Glioma (GLI_85)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.789583,0.744844,0.764706,0.88125,4,"nb"],["gli_85","Glioma (GLI_85)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.788889,0.757633,0.784314,0.938889,3,"nb"],["gli_85","Glioma (GLI_85)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.788333,0.771788,0.8,0.908333,5,"dbda"],["gli_85","Glioma (GLI_85)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.788333,0.775349,0.8,0.903333,5,"nb"],["gli_85","Glioma (GLI_85)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.788333,0.771788,0.8,0.908333,5,"dbda"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.788333,0.775349,0.8,0.903333,5,"nb"],["gli_85","Glioma (GLI_85)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.794238,0.823529,0.858333,2,"lr"],["gli_85","Glioma (GLI_85)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.794238,0.823529,0.891667,2,"dlda"],["gli_85","Glioma (GLI_85)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.7875,0.823529,0.816667,2,"lr"],["gli_85","Glioma (GLI_85)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.789481,0.823529,0.925,2,"dlda"],["gli_85","Glioma (GLI_85)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.7875,0.823529,0.858333,2,"svm_linear"],["gli_85","Glioma (GLI_85)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.7875,0.823529,0.5,2,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.7875,0.7875,0.823529,0.5,2,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy 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panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma 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HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"nb"],["gli_85","Glioma (GLI_85)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.95,1,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"svm_rbf"],["gli_85","Glioma (GLI_85)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"nsc"],["gli_85","Glioma (GLI_85)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.866667,2,"lr"],["gli_85","Glioma (GLI_85)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"mnpo_dbda"],["gli_85","Glioma (GLI_85)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"mnpo_dbda"],["gli_85","Glioma (GLI_85)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,1,"mnpo_dbda"],["gli_85","Glioma (GLI_85)","V20_L02_diversity_top3_full64","L","V20 LR 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4434, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.748413,0.766667,0.878307,3,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,1,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.672619,0.7,0.97619,1,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,1,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,1,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.720536,0.8,0.94246,2,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.742857,0.7,0.809524,1,"nb"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,1,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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x 4434, 4-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.539583,0.6,0.876984,2,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.833333,1,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.821429,1,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.833333,1,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,1,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,1,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.833333,1,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,1,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,1,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.557143,0.7,0.924603,1,"mnpo_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.583333,0.491667,0.5,0.537698,1,"mnpo_ensemble_nb__svm_linear__lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.555556,0.521627,0.666667,0.875661,3,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.555556,0.528571,0.6,0.888889,3,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.541667,0.447917,0.55,0.861111,2,"mnpo_nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.541667,0.517262,0.55,0.821429,2,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.541667,0.496429,0.55,0.445437,2,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.527778,0.493056,0.566667,0.808201,3,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.5,0.479167,0.6,0.761905,1,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.5,0.509524,0.6,0.797619,1,"svm_rbf"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",50,4434,0.5,0.489583,0.6,0.831349,2,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.833333,0.816667,0.818182,0.966667,1,"svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 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panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"mnpo_elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"mnpo_elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.7,1,"nsc"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.716667,1,"mnpo_ensemble_elastic_net_lr__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.716667,1,"mnpo_ensemble_elastic_net_lr__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.716667,1,"mnpo_ensemble_elastic_net_lr__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.716667,1,"mnpo_ensemble_elastic_net_lr__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.711111,0.687229,0.69697,0.722222,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.697222,0.686935,0.69697,0.666667,6,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.663333,0.64072,0.654545,0.646667,5,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.658333,0.623932,0.636364,0.716667,2,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.766667,1,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.766667,1,"mnpo_elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.643333,0.608169,0.636364,0.706667,5,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.641667,0.636364,0.636364,0.75,2,"mnpo_elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.633333,0.591039,0.636364,0.686667,5,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.633333,0.628594,0.636364,0.633333,2,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.633333,0.628594,0.636364,0.633333,2,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.633333,0.61369,0.636364,0.766667,2,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.620833,0.608994,0.613636,0.658333,4,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.611111,0.580952,0.606061,0.666667,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.611111,0.59886,0.606061,0.566667,3,"mnpo_ensemble_dlda__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.611111,0.59886,0.606061,0.566667,3,"mnpo_ensemble_dlda__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.611111,0.59886,0.606061,0.566667,3,"mnpo_ensemble_dlda__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.608333,0.578961,0.590909,0.733333,4,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.605556,0.59886,0.606061,0.677778,3,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.583333,0.564387,0.575758,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.575,0.508929,0.545455,0.55,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.333333,1,"knn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.533333,1,"rp_ensemble"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.533333,1,"rp_ensemble"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.533333,1,"rp_ensemble"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.533333,1,"rp_ensemble"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.566667,1,"mnpo_ensemble_nb__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.566667,1,"mnpo_ensemble_nb__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.566667,1,"mnpo_ensemble_lr__svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.566667,1,"mnpo_ensemble_nb__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.561111,0.537749,0.545455,0.633333,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.558333,0.541667,0.545455,0.716667,2,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.558333,0.539676,0.545455,0.641667,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.555556,0.537749,0.545455,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.554167,0.535791,0.545455,0.591667,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.566667,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.533333,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.6,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.533333,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.541667,0.545455,0.633333,2,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.566667,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.566667,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.566667,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.529915,0.545455,0.483333,2,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.566667,1,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,1,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.55,1,"mnpo_ensemble_lr__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.55,0.537749,0.545455,0.644444,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.517706,0.522727,0.55,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.517706,0.522727,0.55,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.333333,1,"tabpfn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.333333,1,"tabpfn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.503276,0.515152,0.622222,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.505991,0.522727,0.583333,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.515812,0.522727,0.625,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.505991,0.522727,0.583333,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.505991,0.522727,0.6,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.515812,0.522727,0.608333,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.333333,1,"tabpfn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.516667,1,"mnpo_ensemble_nb__svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.53,0.521437,0.527273,0.586667,5,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.529167,0.519318,0.522727,0.608333,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"mnpo_dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.527778,0.508456,0.515152,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.525,0.513821,0.522727,0.45,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.516667,0.484921,0.515152,0.588889,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.516667,0.484021,0.5,0.5375,4,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.516667,0.489957,0.5,0.666667,2,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.5125,0.486012,0.5,0.625,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.508333,0.495833,0.5,0.616667,4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.508333,0.489957,0.5,0.5,2,"mnpo_cpda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.5,0.450336,0.477273,0.516667,4,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.494444,0.476638,0.484848,0.533333,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.494444,0.476638,0.484848,0.577778,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.491667,0.487607,0.5,0.466667,2,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.402432,0.454545,0.522222,3,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.366667,1,"knn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.55,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.55,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.55,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.55,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.6,1,"mnpo_gqda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.6,1,"mnpo_gqda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.55,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.566667,1,"mnpo_gqda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.475,0.430357,0.454545,0.391667,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.475,0.430357,0.454545,0.575,2,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.475,0.430357,0.454545,0.575,2,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.475,0.430357,0.454545,0.508333,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.470833,0.430357,0.454545,0.525,4,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.6,1,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.6,1,"dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.6,1,"dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,1,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,1,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,1,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,1,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.6,1,"dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.566667,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.5,1,"mnpo_sglnn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.566667,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.443667,0.454545,0.533333,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,1,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.6,1,"dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.566667,1,"mnpo_dbda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.466667,0.436905,0.454545,0.6,3,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.458333,0.410714,0.454545,0.583333,2,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.6,1,"knn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.366667,1,"mnpo_cpda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.441667,0.33869,0.409091,0.533333,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.441667,0.33869,0.409091,0.533333,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.433333,0.410714,0.454545,0.466667,1,"mnpo_rff_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.425,0.358333,0.409091,0.416667,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.4,0.266667,0.363636,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.4,0.266667,0.363636,0.466667,1,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.4,0.266667,0.363636,0.466667,1,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.383333,0.33869,0.363636,0.441667,2,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.377778,0.297222,0.363636,0.422222,3,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.366667,0.363636,0.363636,0.333333,1,"mnpo_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.35,0.34188,0.363636,0.433333,1,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",51,28278,0.35,0.34188,0.363636,0.333333,1,"mnpo_ensemble_dlda__lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"tabpfn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_tabpfn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.96633,0.966667,0.989338,2,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.96633,0.966667,1.0,2,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.96633,0.966667,0.996914,2,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.96633,0.966667,1.0,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.97188,0.973333,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.97188,0.973333,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.972222,0.97188,0.973333,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.967901,0.968007,0.97037,0.987623,9,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.962963,0.955107,0.955556,1.0,3,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.962963,0.955107,0.955556,1.0,3,"mnpo_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.962963,0.955107,0.955556,1.0,3,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.962963,0.955107,0.955556,1.0,3,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958754,0.96,0.984175,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958754,0.96,0.99725,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958412,0.96,0.978395,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958754,0.96,0.99725,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958412,0.96,0.97991,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.961111,0.958412,0.96,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958889,0.957065,0.96,0.993939,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958889,0.957407,0.96,0.985872,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958889,0.957065,0.96,0.984456,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958889,0.958547,0.96,0.98844,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,1.0,2,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.996914,2,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.981762,2,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.989338,2,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,1.0,2,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.993126,2,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.993126,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,1.0,2,"mnpo_dbda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.958333,0.96337,0.966667,0.975589,2,"mnpo_elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.95679,0.953941,0.955556,0.988153,9,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.956667,0.955718,0.96,0.998485,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.956667,0.955718,0.96,0.998485,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.956667,0.955348,0.96,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.955556,0.957228,0.96,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.953704,0.953133,0.955556,1.0,3,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.953704,0.953133,0.955556,1.0,3,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.95,0.945213,0.946667,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.95,0.945286,0.946667,0.97716,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.947778,0.945079,0.946667,0.984175,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.945556,0.94188,0.946667,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.975309,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.986251,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.992424,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,1,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 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benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.992424,1,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.986251,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 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Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.928889,0.923199,0.933333,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.928889,0.927008,0.933333,0.99422,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.928889,0.927228,0.933333,0.99147,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.928889,0.926296,0.933333,1.0,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.925,0.926333,0.933333,0.993126,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.925,0.926333,0.933333,0.996212,2,"mnpo_dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.923333,0.91862,0.92,0.969865,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 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Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.92,0.916368,0.92,0.980191,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.917778,0.91376,0.92,0.992705,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.917778,0.916873,0.92,0.971744,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.917778,0.915612,0.92,0.987486,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.957351,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,1,"nb"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.986251,1,"mnpo_dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Armstrong 2002 (72 x 12533, 3-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.9711,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.978676,1,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(72 x 12533, 3-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,1,"nb"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.939815,1,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.939815,1,"mnpo_ensemble_elastic_net_lr__dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.911111,0.899327,0.9,1.0,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.911111,0.899327,0.9,1.0,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.911111,0.899327,0.9,1.0,2,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.908889,0.902828,0.906667,0.994501,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.907778,0.900971,0.906667,0.97413,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.907778,0.900211,0.906667,0.978058,5,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel","medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.978676,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.919473,1,"svm_linear"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.986251,1,"elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.861111,0.85,0.866667,0.946195,2,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.85,0.867725,0.866667,0.9711,1,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.833333,0.79798,0.8,0.977273,1,"svm_rbf"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.833333,0.827706,0.833333,0.971801,2,"nb"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.811111,0.795455,0.8,0.993333,1,"knn"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",72,12533,0.794444,0.796296,0.8,0.978676,1,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nsc"],["leukemia_golub","Leukemia (Golub)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nsc"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,2,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_knn__nb"],["leukemia_golub","Leukemia (Golub)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__knn__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,2,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,2,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,2,"mnpo_nb"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9875,0.982057,0.983333,0.995,4,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9875,0.982057,0.983333,0.995,4,"dlda"],["leukemia_golub","Leukemia (Golub)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.983333,0.976077,0.977778,1.0,3,"lr"],["leukemia_golub","Leukemia (Golub)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.983333,0.976077,0.977778,1.0,3,"lr"],["leukemia_golub","Leukemia (Golub)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,0.98,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,0.99,2,"nb"],["leukemia_golub","Leukemia (Golub)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,1.0,2,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,0.99,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.975,0.964115,0.966667,0.97,2,"lr"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.97,0.969773,0.973333,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.97,0.969773,0.973333,0.996,5,"dlda"],["leukemia_golub","Leukemia (Golub)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.966667,0.973545,0.977778,1.0,3,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.966667,0.952153,0.955556,0.986667,3,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9625,0.962216,0.966667,1.0,4,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.96,0.955419,0.96,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.96,0.955419,0.96,1.0,5,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.96,0.955419,0.96,0.96,5,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.96,0.955419,0.96,0.992,5,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.96,0.955419,0.96,0.992,5,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy 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(Golub)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 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(Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.996,5,"dlda"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.9,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.92,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,1,"knn"],["leukemia_golub","Leukemia (Golub)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,1,"nb"],["leukemia_golub","Leukemia (Golub)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.97,2,"lr"],["leukemia_golub","Leukemia (Golub)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,1,"lr"],["leukemia_golub","Leukemia (Golub)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,2,"lr"],["leukemia_golub","Leukemia (Golub)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.99,2,"knn"],["leukemia_golub","Leukemia (Golub)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,0.99,2,"nb"],["leukemia_golub","Leukemia (Golub)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.944274,0.95,1.0,4,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.93,1,"nb"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,1.0,5,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,1.0,5,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,1.0,5,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,0.95,5,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,1.0,5,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.9539,0.96,1.0,5,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_gqda"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_realmlp"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_gqda"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_realmlp"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_elastic_net_lr__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_elastic_net_lr__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_dlda__knn__nb"],["leukemia_golub","Leukemia (Golub)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["leukemia_golub","Leukemia (Golub)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_knn__nb"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,1,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.960317,0.966667,1.0,2,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,0.992,5,"dbda"],["leukemia_golub","Leukemia (Golub)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,0.988,5,"nsc"],["leukemia_golub","Leukemia (Golub)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,1.0,5,"lr"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939773,0.946667,0.996,5,"dlda"],["leukemia_golub","Leukemia (Golub)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,0.992,5,"dbda"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.94,0.939546,0.946667,0.992,5,"svm_linear"],["leukemia_golub","Leukemia (Golub)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9375,0.942375,0.95,0.995,4,"tabm"],["leukemia_golub","Leukemia (Golub)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9375,0.927494,0.933333,0.97,4,"knn"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9375,0.942375,0.95,1.0,4,"dlda"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9375,0.942375,0.95,0.975,4,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.933333,0.94709,0.955556,1.0,3,"knn"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.933333,0.925698,0.933333,1.0,3,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,1.0,5,"tabpfn"],["leukemia_golub","Leukemia (Golub)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.92753,0.933333,0.98,5,"gpc"],["leukemia_golub","Leukemia (Golub)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.972,5,"spatial_median_da"],["leukemia_golub","Leukemia (Golub)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,1.0,5,"tabpfn"],["leukemia_golub","Leukemia (Golub)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.935682,0.946667,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,1.0,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938254,0.946667,0.96,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.935682,0.946667,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938254,0.946667,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.984,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,1.0,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,1.0,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.992,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.93,0.925192,0.933333,0.992,5,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.968,5,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.93,0.938027,0.946667,0.972,5,"tabm"],["leukemia_golub","Leukemia (Golub)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.95,4,"vote_ensemble"],["leukemia_golub","Leukemia (Golub)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"lr"],["leukemia_golub","Leukemia (Golub)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"dlda"],["leukemia_golub","Leukemia (Golub)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.925,0.933333,0.98,2,"nb"],["leukemia_golub","Leukemia (Golub)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.96,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"lr"],["leukemia_golub","Leukemia (Golub)","P01_ref_scaffold","P","V18 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HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.98,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_dlda__knn"],["leukemia_golub","Leukemia (Golub)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.975,2,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,0.99,2,"dlda"],["leukemia_golub","Leukemia (Golub)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.925,0.924432,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.923673,0.933333,1.0,5,"gqda"],["leukemia_golub","Leukemia (Golub)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.923673,0.933333,1.0,5,"knn"],["leukemia_golub","Leukemia (Golub)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.931818,0.946667,0.972,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.9239,0.933333,0.996,5,"dlda"],["leukemia_golub","Leukemia (Golub)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.92,0.923673,0.933333,1.0,5,"gqda"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 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HG-U95",72,7129,0.916667,0.923167,0.933333,0.973333,3,"knn"],["leukemia_golub","Leukemia (Golub)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.916667,0.919258,0.933333,0.96,3,"lr"],["leukemia_golub","Leukemia (Golub)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.986667,3,"lr"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.966667,3,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.966667,3,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.966667,3,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.966667,3,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.916667,0.923167,0.933333,0.993333,3,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9125,0.907653,0.916667,0.995,4,"near_subspace"],["leukemia_golub","Leukemia (Golub)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.919809,0.933333,0.988,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.922381,0.933333,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.922381,0.933333,0.976,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.910838,0.92,0.96,5,"dlda"],["leukemia_golub","Leukemia 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.91,0.917464,0.933333,0.968,5,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.91,0.910249,0.92,0.968,5,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy 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(Golub)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,1,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,2,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.905455,0.92,0.976,5,"nb"],["leukemia_golub","Leukemia (Golub)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.898344,0.906667,0.952,5,"sglnn"],["leukemia_golub","Leukemia (Golub)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"lr"],["leukemia_golub","Leukemia (Golub)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,1.0,1,"nb"],["leukemia_golub","Leukemia (Golub)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.914773,0.933333,1.0,2,"knn"],["leukemia_golub","Leukemia (Golub)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.905682,0.92,0.944,5,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,0.94,1,"nb"],["leukemia_golub","Leukemia (Golub)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,2,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"svm_linear"],["leukemia_golub","Leukemia (Golub)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"knn"],["leukemia_golub","Leukemia (Golub)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,1,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.898344,0.906667,0.952,5,"sglnn"],["leukemia_golub","Leukemia (Golub)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.95,2,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.95,2,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.95,2,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.912353,0.933333,0.972,5,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.898344,0.906667,0.952,5,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,1,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,0.96,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,2,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.95,2,"tune_first_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"tune_first_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__knn"],["leukemia_golub","Leukemia (Golub)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["leukemia_golub","Leukemia (Golub)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"tune_first_ensemble_knn__dlda__lr"],["leukemia_golub","Leukemia (Golub)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"dlda"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,1,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_ensemble_knn__dlda"],["leukemia_golub","Leukemia (Golub)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_svm_linear"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.914773,0.933333,0.94,2,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,2,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_svm_linear"],["leukemia_golub","Leukemia (Golub)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,1,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,1,"mnpo_svm_linear"],["leukemia_golub","Leukemia (Golub)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.883333,0.876077,0.888889,0.94,3,"rff_lr"],["leukemia_golub","Leukemia (Golub)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.88,0.884576,0.906667,1.0,5,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.88,0.884576,0.906667,1.0,5,"copula_da"],["leukemia_golub","Leukemia (Golub)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.875,0.878888,0.9,0.955,2,"nb"],["leukemia_golub","Leukemia (Golub)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.87,0.859189,0.866667,0.98,5,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.87,0.859189,0.866667,0.98,5,"realmlp"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.86,0.871818,0.893333,0.964,5,"dlda"],["leukemia_golub","Leukemia (Golub)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.98,1,"lr"],["leukemia_golub","Leukemia (Golub)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.857464,0.88,0.952,5,"dlda"],["leukemia_golub","Leukemia (Golub)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.99,2,"knn"],["leukemia_golub","Leukemia (Golub)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.85,0.860248,0.9,0.95,2,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.84,0.827028,0.84,0.908,5,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.92,1,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.92,1,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.92,1,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.725,0.73315,0.766667,0.805,4,"lr"],["leukemia_golub","Leukemia (Golub)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",72,7129,0.65,0.659091,0.733333,0.64,1,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"tabpfn"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"mnpo_nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,0.44819,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,0.44819,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.996429,0.987071,0.987805,0.9955,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.996429,0.987071,0.987805,0.995099,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.996429,0.987071,0.987805,0.995099,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.996429,0.987071,0.987805,0.996451,2,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.996429,0.987071,0.987805,0.997275,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.994643,0.980572,0.981707,0.998563,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974074,0.97561,0.998225,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974097,0.97561,0.994268,3,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974097,0.97561,0.446432,3,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.992352,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.99455,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990199,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.99455,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,1,"nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,1,"nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.449289,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.989286,0.961145,0.963415,0.993473,2,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.989286,0.961145,0.963415,0.992037,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.989286,0.961145,0.963415,0.991487,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.989286,0.963229,0.963415,0.990875,2,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.988095,0.958202,0.95935,0.994718,3,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.994253,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993451,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.991001,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992352,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992649,1,"mnpo_spatial_median_da"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.989902,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992902,1,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.985714,0.950299,0.95122,0.990177,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.984286,0.972843,0.97561,0.99139,5,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.982143,0.937303,0.939024,0.990852,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.982143,0.937303,0.939024,0.990852,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.982143,0.937303,0.939024,0.990852,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.980952,0.980687,0.98374,0.995099,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.972023,0.97561,0.99155,3,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.972333,0.97561,0.995916,3,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.972333,0.97561,0.994184,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.972068,0.97561,0.994634,3,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.989902,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.987073,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.995352,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,1,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.990748,1,"nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.434563,1,"vote_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,1,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,1,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.976786,0.954366,0.957317,0.993589,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.97619,0.963403,0.96748,0.991283,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.975,0.959921,0.963415,0.988031,6,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.975,0.98396,0.987805,0.996198,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.974603,0.958655,0.96206,0.992753,9,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.97381,0.956174,0.95935,0.993916,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.97381,0.956267,0.95935,0.993451,3,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.972857,0.961416,0.965854,0.993165,5,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.907848,0.902439,0.995901,1,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.904615,0.902439,0.990199,1,"mnpo_dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.855726,0.902439,0.994001,1,"mnpo_dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.971032,0.97561,0.994951,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.946386,0.95122,0.990268,3,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.971032,0.97561,0.994951,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.956403,0.960976,0.992911,5,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.956403,0.960976,0.992911,5,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.971429,0.956403,0.960976,0.992911,5,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.967857,0.958499,0.963415,0.993726,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.967857,0.958499,0.963415,0.992501,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.967857,0.958102,0.963415,0.990325,2,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.967857,0.958434,0.963415,0.99455,2,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.966667,0.912037,0.934959,0.990565,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.966667,0.954013,0.95935,0.985405,6,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.966071,0.952875,0.957317,0.993726,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.966071,0.952875,0.957317,0.993726,4,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.966071,0.95177,0.957317,0.991613,4,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.964286,0.945504,0.95122,0.991138,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.964286,0.945504,0.95122,0.991138,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.964286,0.945504,0.95122,0.991138,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.964286,0.945504,0.95122,0.991138,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.964286,0.945504,0.95122,0.991138,4,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.9625,0.939881,0.945122,0.447139,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.9625,0.939881,0.945122,0.447139,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.960714,0.937233,0.939024,0.992037,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.960714,0.932508,0.939024,0.991677,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.960714,0.932508,0.939024,0.991677,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.960714,0.934334,0.939024,0.992078,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.957143,0.869333,0.853659,0.988677,1,"mnpo_spatial_median_da"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.957143,0.944622,0.95122,0.990902,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.954762,0.938464,0.943089,0.99655,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.954762,0.921143,0.943089,0.991649,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.952857,0.946779,0.956098,0.995691,5,"tabpfn"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.952857,0.949851,0.956098,0.990318,5,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.993748,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.996748,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.946429,0.954992,0.963415,0.988848,2,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.945238,0.950989,0.95935,0.99355,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.990199,1,"tabpfn"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.990199,1,"mnpo_tabpfn"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993199,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.995649,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.995649,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993199,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.94246,0.95122,0.993325,2,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993451,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.986397,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,1,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.997,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,1,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.99455,1,"mnpo_rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,1,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.942063,0.928048,0.95664,0.992275,9,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.941429,0.910463,0.946341,0.994559,5,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.939286,0.929525,0.939024,0.99155,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.939286,0.929863,0.939024,0.988974,2,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.939286,0.929863,0.939024,0.447388,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.98665,1,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.990199,1,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,1,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,1,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,1,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.922424,0.926829,0.977532,1,"mnpo_nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988803,1,"mnpo_rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.932857,0.908766,0.946341,0.991096,5,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.928571,0.90116,0.902439,0.991127,2,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.928571,0.895185,0.902439,0.990199,1,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.928571,0.895185,0.902439,0.99155,1,"mnpo_dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.92381,0.920183,0.934959,0.989664,3,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.921429,0.876587,0.878049,0.987155,1,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.919643,0.909177,0.963415,0.44677,4,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.917857,0.909063,0.939024,0.988974,2,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.909524,0.88933,0.95935,0.993001,3,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.9,0.935961,0.95122,0.977235,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.9,0.935961,0.95122,0.992946,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.9,0.872682,0.95122,0.972973,1,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.892857,0.900585,0.926829,0.985298,1,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.867857,0.804002,0.878049,0.990379,2,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.864286,0.845495,0.939024,0.978055,2,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.82381,0.77217,0.886179,0.987869,3,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.814286,0.78941,0.914634,0.9891,2,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.785714,0.807882,0.853659,0.982046,1,"near_subspace"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.785714,0.807882,0.853659,0.982046,1,"mnpo_near_subspace"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",203,12600,0.742857,0.719841,0.926829,0.991847,1,"svm_linear"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.838528,0.820038,0.87,0.910386,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.830195,0.798674,0.86,0.905861,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.827955,0.810391,0.86,0.90651,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.826605,0.799282,0.86,0.904541,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.82517,0.795896,0.84,0.901966,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.824513,0.800414,0.86,0.903113,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.823575,0.812389,0.84,0.902675,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.821861,0.800114,0.85,0.901459,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.818225,0.796399,0.84,0.899106,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.817667,0.791155,0.83,0.898067,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81671,0.787122,0.84,0.897978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.814414,0.798387,0.82,0.896365,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81253,0.784763,0.844444,0.896452,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.812013,0.789353,0.84,0.896899,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.811542,0.781371,0.827778,0.894849,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.808377,0.778875,0.83,0.892959,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.805786,0.791437,0.8,0.89109,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.80421,0.78546,0.84,0.892315,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.803681,0.781073,0.85,0.893487,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.803249,0.786669,0.82,0.892392,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.801605,0.780326,0.85,0.891835,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8011,0.780628,0.87,0.894156,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.800043,0.782955,0.83,0.889409,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.799026,0.772624,0.86,0.891373,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.798408,0.800397,0.85,0.892715,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.798256,0.785702,0.87,0.891978,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.797302,0.797218,0.86,0.891746,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.796604,0.77953,0.84,0.889177,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.796407,0.774342,0.82,0.886362,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.795877,0.772611,0.83,0.887652,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.795664,0.785062,0.838889,0.886519,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.795011,0.773811,0.85,0.888799,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.79323,0.765884,0.81,0.885216,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.793164,0.763731,0.84,0.8857,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.793033,0.76964,0.84,0.886031,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.789665,0.76194,0.83,0.884496,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.789665,0.758368,0.83,0.88376,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.789135,0.768439,0.827778,0.88354,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.787605,0.785053,0.84,0.885021,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.785498,0.768433,0.83,0.882193,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.785498,0.768433,0.83,0.882193,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.785427,0.754136,0.8,0.880371,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.785427,0.754136,0.8,0.880371,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.785427,0.754136,0.8,0.880371,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.781699,0.761702,0.83,0.88182,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.780465,0.760402,0.82,0.878427,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.780426,0.766734,0.78,0.876109,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.779847,0.768168,0.85,0.881334,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.779539,0.755726,0.82,0.877902,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.778242,0.751041,0.81,0.87731,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.776804,0.741963,0.85,0.878873,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.775247,0.743396,0.83,0.878046,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.775247,0.75414,0.83,0.877918,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.774977,0.768441,0.84,0.87929,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.774513,0.754115,0.82,0.875592,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.773849,0.753635,0.81,0.87468,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.772638,0.755688,0.83,0.877921,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.771843,0.747236,0.84,0.875537,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.770576,0.740636,0.83,0.875988,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.770576,0.740636,0.83,0.875988,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.769482,0.763865,0.82,0.873567,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.768694,0.745365,0.81,0.871505,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.767975,0.72862,0.816667,0.872074,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.767504,0.757923,0.83,0.873449,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.767406,0.747669,0.79,0.870036,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.767192,0.739888,0.78,0.870889,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.766901,0.739653,0.85,0.874801,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.765127,0.734544,0.81,0.869902,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.764924,0.736402,0.83,0.872281,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.763139,0.734432,0.82,0.870125,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.761935,0.727036,0.81,0.868391,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.761396,0.742514,0.82,0.870195,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.760529,0.729604,0.82,0.869443,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.760522,0.738599,0.805556,0.868364,9,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.75983,0.744221,0.83,0.869036,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.75778,0.737764,0.82,0.867908,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.757387,0.736533,0.82,0.868929,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.757387,0.736533,0.82,0.868929,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.75667,0.737066,0.76,0.863098,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.756254,0.747965,0.81,0.86568,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.754342,0.743018,0.83,0.867042,5,"lr"],["lymphoma_11","Lymphoma-11 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FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.745155,0.735334,0.82,0.86154,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.744426,0.711134,0.82,0.860019,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.743892,0.705075,0.8,0.857898,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.743561,0.723519,0.81,0.859853,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.74314,0.727268,0.8,0.857818,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.741447,0.698764,0.81,0.858554,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.734701,0.711099,0.81,0.855109,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.732204,0.70029,0.79,0.853218,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.732143,0.691567,0.79,0.853389,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.73064,0.705728,0.79,0.851651,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.726251,0.688004,0.76,0.847072,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.726251,0.687788,0.77,0.847965,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.726251,0.687788,0.77,0.847965,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.715476,0.675961,0.77,0.844362,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.715476,0.670961,0.77,0.843667,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.713139,0.688834,0.81,0.84399,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.71131,0.672977,0.77,0.841345,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.71098,0.697137,0.79,0.842535,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.70531,0.683225,0.8,0.839691,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.701251,0.664465,0.76,0.835307,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.700115,0.672441,0.71,0.833404,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.692917,0.657799,0.73,0.828859,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.683796,0.659127,0.75,0.824236,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.682143,0.639067,0.73,0.824557,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.672084,0.63137,0.73,0.8186,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.672084,0.63137,0.73,0.8186,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.672084,0.63137,0.73,0.8186,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.672084,0.63137,0.73,0.8186,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.672084,0.63137,0.73,0.8186,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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(OpenML)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.665476,0.625138,0.73,0.81708,5,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.665476,0.625138,0.73,0.81708,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(OpenML)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,4,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,5,"vote_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"vote_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"vote_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"vote_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,5,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_lr__svm_linear__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["lymphoma_3","Lymphoma-3 (OpenML)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,0.995556,5,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,0.993889,5,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,0.992778,5,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.993333,0.983158,0.985714,0.992778,5,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.991667,0.978947,0.982143,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,9,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,0.992593,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.988889,0.97193,0.97619,0.989815,3,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 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benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.995556,5,"gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"tabpfn"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.993889,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.97037,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.995556,5,"gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.965926,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.965926,0.971429,0.995556,5,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.986667,0.966316,0.971429,0.997222,5,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,0.988889,2,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,4,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.983333,0.957895,0.964286,0.984722,2,"mnpo_ensemble_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949084,0.957143,0.995556,5,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.953528,0.957143,0.995556,5,"dbda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,0.996667,5,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.953528,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.953528,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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HG-U133A",66,4026,0.98,0.949474,0.957143,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949084,0.957143,0.993889,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949084,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.98,0.953528,0.957143,0.995556,5,"dbda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949084,0.957143,1.0,5,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949084,0.957143,0.995556,5,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.98,0.949474,0.957143,0.996667,5,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94386,0.952381,1.0,3,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,0.989815,3,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,0.989815,3,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,0.989815,3,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.950617,0.952381,1.0,3,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.950617,0.952381,1.0,3,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,0.989815,3,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.977778,0.94321,0.952381,1.0,3,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.975,0.936842,0.946429,0.992361,4,"gpc"],["lymphoma_3","Lymphoma-3 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.974074,0.967177,0.97619,0.999074,9,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.932242,0.942857,0.993889,5,"spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.932632,0.942857,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.936686,0.942857,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.936686,0.942857,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.932632,0.942857,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.936686,0.942857,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.936686,0.942857,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.936686,0.942857,1.0,5,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.973333,0.935838,0.942857,0.986111,5,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.919844,0.928571,0.995556,5,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.988889,2,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.986111,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.992593,3,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.9154,0.928571,0.993889,5,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,1,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,1,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,1,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"tune_first_ensemble_nb__lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,2,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,1,"mnpo_nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.914815,0.928571,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.914815,0.928571,0.984722,2,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.966667,0.914815,0.928571,0.984722,2,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.957761,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.96,0.947602,0.971429,0.994444,5,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.93076,0.957143,1.0,5,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.940919,0.957143,0.993889,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.940529,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.943158,0.957143,0.995556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.93076,0.957143,1.0,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.93037,0.957143,0.968333,5,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.953333,0.93076,0.957143,1.0,5,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.95,0.87271,0.892857,1.0,2,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.95,0.883821,0.892857,1.0,2,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.95,0.883821,0.892857,0.993056,2,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.946667,0.926316,0.942857,0.991111,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.946667,0.925926,0.942857,0.991111,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.944444,0.940741,0.97619,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.941667,0.91345,0.946429,0.994444,4,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.941667,0.91345,0.946429,0.994444,4,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.94,0.915789,0.928571,0.986667,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.94,0.909123,0.928571,0.989444,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.912671,0.952381,1.0,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.886511,0.914286,0.985556,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.991667,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,1,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,0.986111,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,1,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,1,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.926667,0.932364,0.957143,0.986111,5,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.926667,0.932364,0.957143,0.982222,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.926667,0.924428,0.957143,0.997222,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.92,0.905363,0.942857,0.992222,5,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.92,0.914269,0.942857,0.992778,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.92,0.917761,0.942857,0.993889,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.92,0.914269,0.942857,0.992778,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.916667,0.911111,0.964286,0.986111,2,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.913333,0.890409,0.928571,0.990556,5,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.913333,0.894854,0.928571,0.989444,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.913333,0.907235,0.928571,0.991111,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.913333,0.890409,0.928571,0.990556,5,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.906667,0.871696,0.914286,0.982222,5,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.9,0.858947,0.9,0.977778,5,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.9,0.892836,0.928571,0.978472,4,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.9,0.858947,0.9,0.977778,5,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.9,0.880117,0.928571,1.0,2,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.893333,0.896809,0.942857,0.987222,5,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.891667,0.878509,0.910714,0.986806,4,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.888889,0.915825,0.952381,0.994444,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.883333,0.857018,0.892857,0.965278,2,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.930556,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,1.0,1,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,1.0,1,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.930556,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.986111,1,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.930556,1,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.766667,0.684096,0.785714,0.940741,3,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",66,4026,0.744444,0.686319,0.738095,0.872222,3,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",66,4026,0.713333,0.665517,0.728571,0.845556,5,"rff_lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9675,0.956383,0.96,0.980417,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9575,0.941178,0.96,0.97549,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.955,0.934716,0.95,0.973545,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.945,0.909623,0.91,0.965249,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.935,0.910801,0.92,0.960833,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.935,0.92041,0.92,0.962953,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.93,0.912011,0.94,0.959759,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9275,0.914461,0.93,0.957222,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9275,0.914461,0.93,0.957222,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9275,0.9034,0.93,0.959101,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.925,0.910684,0.92,0.957259,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9175,0.895345,0.93,0.952851,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9175,0.889722,0.93,0.954174,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9175,0.902335,0.94,0.952917,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.915278,0.881137,0.911111,0.950739,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.915,0.893186,0.92,0.95049,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.915,0.888876,0.93,0.951564,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9125,0.884034,0.91,0.948962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9075,0.870155,0.9,0.945212,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9075,0.889987,0.94,0.94924,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.905,0.890794,0.93,0.946703,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.905,0.890794,0.93,0.946703,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.905,0.890794,0.93,0.946703,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.905,0.885689,0.93,0.946009,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.905,0.885827,0.93,0.946009,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9025,0.87221,0.92,0.944656,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9,0.866389,0.91,0.942193,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9,0.89166,0.91,0.94299,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9,0.86985,0.91,0.942156,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.9,0.882177,0.916667,0.942751,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.895,0.87125,0.93,0.94049,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.895,0.872239,0.92,0.940351,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.895,0.86166,0.89,0.938304,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.895,0.87125,0.93,0.94049,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8925,0.872443,0.92,0.939064,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8925,0.865675,0.92,0.939137,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8925,0.865675,0.92,0.939137,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.89,0.860695,0.92,0.938443,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8875,0.851554,0.894444,0.935076,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8825,0.856508,0.93,0.935387,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8825,0.871257,0.92,0.933509,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.881944,0.852732,0.9,0.933281,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.88,0.855821,0.92,0.932814,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8775,0.850894,0.91,0.93087,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8775,0.835695,0.91,0.931535,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.875,0.843049,0.9,0.929693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.875,0.83926,0.9,0.928962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.875,0.829935,0.89,0.929627,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.875,0.837573,0.9,0.929518,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.875,0.8395,0.9,0.928962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.873611,0.856732,0.911111,0.928553,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.855945,0.89,0.927332,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8725,0.838519,0.89,0.926981,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.872222,0.831276,0.883333,0.926953,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.872222,0.831276,0.883333,0.926953,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.87,0.835578,0.88,0.924554,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8675,0.842926,0.91,0.925351,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8675,0.839008,0.91,0.925906,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8675,0.835929,0.91,0.925943,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834365,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.841422,0.9,0.925841,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.838294,0.9,0.92348,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.838294,0.9,0.92348,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.865,0.834484,0.9,0.924693,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8625,0.841982,0.89,0.921462,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8625,0.834246,0.89,0.920906,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8625,0.839246,0.89,0.92087,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.86,0.834367,0.89,0.920387,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8575,0.839398,0.92,0.920972,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8575,0.832721,0.92,0.921045,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.855,0.824874,0.91,0.920285,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.855,0.826259,0.91,0.919101,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.822817,0.89,0.917822,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8525,0.824813,0.89,0.916601,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.85,0.806993,0.872222,0.9154,9,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.85,0.820159,0.89,0.91598,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.85,0.813274,0.89,0.915768,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.85,0.823741,0.89,0.915351,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.85,0.821978,0.89,0.915139,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8475,0.812335,0.88,0.913962,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.845,0.804034,0.87,0.912054,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.845,0.821151,0.91,0.915387,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8375,0.800213,0.88,0.908925,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.835,0.809513,0.87,0.906637,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.835,0.792222,0.86,0.907091,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.835,0.812817,0.87,0.90712,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.835,0.792222,0.86,0.907091,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.835,0.828193,0.91,0.907398,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8325,0.79737,0.86,0.904518,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8275,0.806714,0.88,0.902332,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8275,0.793922,0.89,0.903406,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.825,0.797321,0.87,0.901915,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8175,0.78086,0.85,0.896287,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.81,0.779261,0.86,0.892712,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.805,0.770556,0.89,0.894415,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.805,0.773254,0.84,0.887712,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.8,0.756846,0.87,0.889627,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.7775,0.732958,0.85,0.876221,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.7725,0.739483,0.84,0.871499,5,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",96,4026,0.7025,0.654744,0.82,0.836637,5,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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panel","medium","non_genomic","cDNA",2600,500,0.834615,0.834554,0.834615,0.926657,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832588,0.832692,0.924497,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.832692,0.832419,0.832692,0.924719,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.830769,0.830609,0.830769,0.921893,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.830769,0.830519,0.830769,0.922885,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.830769,0.830566,0.830769,0.922825,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.830769,0.830519,0.830769,0.922885,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.828846,0.828511,0.828846,0.921672,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.826923,0.826759,0.826923,0.92392,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.826923,0.826759,0.826923,0.924556,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.825,0.824714,0.825,0.921021,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.825,0.824766,0.825,0.92034,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.823077,0.822699,0.823077,0.919645,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.821154,0.820962,0.821154,0.921627,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.821154,0.820962,0.821154,0.921627,1,"rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.811923,0.811615,0.811923,0.886704,5,"mnpo_rf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.753846,0.750659,0.753846,0.821365,4,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.753365,0.750145,0.753365,0.821219,4,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.753365,0.750145,0.753365,0.821219,4,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.752885,0.749683,0.752885,0.820788,4,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.713462,0.713376,0.713462,0.804845,1,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.702885,0.702842,0.702885,0.788388,2,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.69359,0.693551,0.69359,0.77248,3,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.69359,0.693551,0.69359,0.77248,3,"mnpo_knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.684615,0.684351,0.684615,0.763536,2,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.676923,0.676751,0.676923,0.748891,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.648077,0.644924,0.648077,0.672781,1,"nb"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.648077,0.647857,0.648077,0.687796,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.648077,0.647857,0.648077,0.687796,1,"mnpo_svm_rbf"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.638462,0.633583,0.638462,0.690621,1,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.634615,0.63448,0.634615,0.671272,1,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.634615,0.630012,0.634615,0.686524,1,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.628846,0.617595,0.628846,0.662493,2,"nb"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.628846,0.621788,0.628846,0.653188,2,"nb"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.628846,0.617595,0.628846,0.662493,2,"nb"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.628846,0.623317,0.628846,0.680799,1,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.628846,0.623317,0.628846,0.680799,1,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622625,0.623077,0.650858,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622625,0.623077,0.650799,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650962,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622625,0.623077,0.650858,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622625,0.623077,0.650799,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650962,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.623077,0.622519,0.623077,0.650917,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.620647,0.621154,0.65074,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.620535,0.621154,0.650828,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.620535,0.621154,0.650828,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.621141,0.621154,0.628299,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.620535,0.621154,0.650902,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.621141,0.621154,0.628299,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.621154,0.621141,0.621154,0.628299,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.619231,0.618667,0.619231,0.651036,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.619231,0.618667,0.619231,0.651036,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.619231,0.618667,0.619231,0.651154,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.619231,0.618667,0.619231,0.650991,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.619231,0.618667,0.619231,0.650991,1,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.617308,0.605217,0.617308,0.669852,1,"nb"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.596795,0.596426,0.596795,0.618871,3,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.596795,0.596426,0.596795,0.618871,3,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.596635,0.596312,0.596635,0.624578,4,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.594712,0.594456,0.594712,0.619686,4,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.594231,0.593857,0.594231,0.614201,2,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.593269,0.592862,0.593269,0.614253,2,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.591827,0.591552,0.591827,0.629715,4,"tabm"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.591827,0.591552,0.591827,0.629715,4,"tabm"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.591827,0.591552,0.591827,0.629715,4,"tabm"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.591538,0.591453,0.591538,0.610828,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.588462,0.587991,0.588462,0.609726,2,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.588077,0.587971,0.588077,0.612207,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.587308,0.587215,0.587308,0.619308,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.587308,0.587216,0.587308,0.597521,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.587179,0.58693,0.587179,0.624201,3,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.586538,0.586208,0.586538,0.626553,2,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.585577,0.58531,0.585577,0.626598,2,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.585577,0.58531,0.585577,0.626598,2,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.585385,0.585319,0.585385,0.605808,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584457,0.584615,0.616234,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.58432,0.584615,0.626317,2,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.614941,1,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.614941,1,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.614941,1,"mnpo_elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.614941,1,"mnpo_elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.614941,1,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.584231,0.584188,0.584231,0.60221,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.583846,0.583792,0.583846,0.60276,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.581923,0.581779,0.581923,0.602009,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.579808,0.579599,0.579808,0.614504,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.579808,0.579599,0.579808,0.614534,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.579615,0.5794,0.579615,0.595763,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.578846,0.57849,0.578846,0.613378,3,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.578846,0.578653,0.578846,0.614822,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.578462,0.578293,0.578462,0.605704,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.577885,0.57767,0.577885,0.614822,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.577885,0.57767,0.577885,0.614771,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.577885,0.57767,0.577885,0.614822,2,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS 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benchmark panel","medium","non_genomic","cDNA",2600,500,0.514615,0.514397,0.514615,0.528589,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.514615,0.514397,0.514615,0.528589,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.514615,0.514397,0.514615,0.528589,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","non_genomic","cDNA",2600,500,0.514615,0.514397,0.514615,0.528589,5,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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(OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"dlda"],["mll_microarray","MLL (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_linear"],["mll_microarray","MLL (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["mll_microarray","MLL (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"dlda"],["mll_microarray","MLL (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"lr"],["mll_microarray","MLL (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,3,"svm_rbf"],["mll_microarray","MLL (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"dlda"],["mll_microarray","MLL (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"dlda"],["mll_microarray","MLL (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["mll_microarray","MLL (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"nb"],["mll_microarray","MLL (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["mll_microarray","MLL (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"nsc"],["mll_microarray","MLL (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["mll_microarray","MLL (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"nsc"],["mll_microarray","MLL (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"nsc"],["mll_microarray","MLL (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,2,"mnpo_dbda"],["mll_microarray","MLL (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"nsc"],["mll_microarray","MLL (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,0.992424,1,"mnpo_elastic_net_lr"],["mll_microarray","MLL (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"knn"],["mll_microarray","MLL (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"lr"],["mll_microarray","MLL (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"svm_rbf"],["mll_microarray","MLL (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__dlda"],["mll_microarray","MLL (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy 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(Ross)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.326759,0.353846,0.659144,5,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.326759,0.353846,0.659144,5,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.326759,0.353846,0.659144,5,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.326759,0.353846,0.659144,5,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.326759,0.353846,0.659144,5,"lr"],["nci60_ross","NCI60 (Ross)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.375,0.353519,0.384615,0.661492,5,"lr"],["nci60_ross","NCI60 (Ross)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.372222,0.334907,0.384615,0.658354,5,"lr"],["nci60_ross","NCI60 (Ross)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.371914,0.337243,0.410256,0.661056,9,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.369444,0.319193,0.353846,0.657197,5,"lr"],["nci60_ross","NCI60 (Ross)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.368056,0.349306,0.384615,0.653483,5,"lr"],["nci60_ross","NCI60 (Ross)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.366667,0.318796,0.384615,0.650947,5,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.365278,0.312361,0.384615,0.653622,5,"lr"],["nci60_ross","NCI60 (Ross)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.3625,0.330331,0.369231,0.65096,5,"lr"],["nci60_ross","NCI60 (Ross)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 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(Ross)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.316667,0.295198,0.338462,0.626115,5,"lr"],["nci60_ross","NCI60 (Ross)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.316667,0.295198,0.338462,0.626115,5,"lr"],["nci60_ross","NCI60 (Ross)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.316667,0.295198,0.338462,0.626115,5,"lr"],["nci60_ross","NCI60 (Ross)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U95",64,6830,0.316667,0.295198,0.338462,0.626115,5,"lr"],["nci60_ross","NCI60 (Ross)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 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HG-U95",64,6830,0.379167,0.331759,0.384615,0.661353,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.379167,0.335926,0.384615,0.661164,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.379167,0.331759,0.384615,0.661353,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.376389,0.329259,0.384615,0.662132,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.375926,0.342047,0.393162,0.666366,9,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.370833,0.329735,0.384615,0.652946,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.370833,0.331217,0.415385,0.662079,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.329272,0.4,0.656429,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.329272,0.4,0.656429,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.329272,0.4,0.656429,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654043,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.369444,0.323558,0.4,0.654137,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.366667,0.344722,0.415385,0.657024,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.366667,0.312269,0.338462,0.653325,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.365278,0.318532,0.369231,0.650707,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.364352,0.317666,0.376068,0.655593,9,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.356944,0.316217,0.4,0.653969,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.355093,0.327181,0.358974,0.653097,9,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.354167,0.343638,0.384615,0.650415,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.351389,0.294907,0.338462,0.644097,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.348611,0.305093,0.353846,0.644487,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.348611,0.273981,0.338462,0.640825,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.347222,0.296772,0.353846,0.642332,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.345833,0.291389,0.338462,0.640259,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.345833,0.304722,0.353846,0.64113,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.344444,0.307222,0.369231,0.642035,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.344444,0.319537,0.353846,0.641877,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.344444,0.289537,0.338462,0.641614,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.343056,0.306759,0.369231,0.646486,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy 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HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.289074,0.323077,0.636566,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3375,0.254815,0.323077,0.636037,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.331944,0.317063,0.384615,0.640051,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.326389,0.294722,0.323077,0.635974,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.325,0.290093,0.323077,0.632071,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.325,0.290093,0.323077,0.632071,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.323611,0.264828,0.307692,0.625694,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","very_hard","genomics","Affy HG-U95",64,6830,0.322222,0.294907,0.353846,0.627683,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.316667,0.266944,0.323077,0.624106,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.313889,0.273704,0.307692,0.62057,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.3125,0.284537,0.323077,0.625699,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.309722,0.288426,0.338462,0.624318,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.290278,0.264722,0.276923,0.610934,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.186852,0.230769,0.576263,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.186852,0.230769,0.576263,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.186852,0.230769,0.576263,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.186852,0.230769,0.576263,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.186852,0.230769,0.576263,5,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","very_hard","genomics","Affy 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Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",60,5726,0.4375,0.416667,0.416667,0.677273,1,"mnpo_nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",60,5726,0.4375,0.370833,0.416667,0.676705,1,"mnpo_svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",60,5726,0.425,0.372619,0.433333,0.671818,5,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",60,5726,0.425,0.3725,0.416667,0.670341,5,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.575,0.530952,0.553846,0.85928,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.5225,0.553846,0.876894,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.514643,0.569231,0.839962,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full 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(61 x 5244, 8-class proxy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.523611,0.538462,0.835859,3,"mnpo_lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.89678,2,"mnpo_dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.5375,0.538462,0.835227,1,"mnpo_lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.529167,0.538462,0.870265,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.541667,0.538462,0.899621,1,"mnpo_nsc"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.5375,0.538462,0.835227,1,"mnpo_lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.541667,0.538462,0.899621,1,"mnpo_nsc"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.5,0.615385,0.848485,1,"mnpo_lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.545833,0.538462,0.849432,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5625,0.466667,0.538462,0.872159,1,"svm_linear"],["nci_61_8class","NCI (61 x 5244, 8-class 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proxy)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.55,0.527143,0.523077,0.844697,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.55,0.52,0.569231,0.880871,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.55,0.525,0.553846,0.857955,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.55,0.506667,0.538462,0.862121,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.55,0.500833,0.523077,0.835038,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.546875,0.521875,0.557692,0.871686,4,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.546875,0.491295,0.5,0.858191,4,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.541667,0.530556,0.538462,0.862058,3,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.541667,0.519643,0.538462,0.864583,3,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5375,0.516706,0.553846,0.851705,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.5375,0.525,0.538462,0.829924,5,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.497917,0.538462,0.812027,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.470833,0.5,0.868371,2,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.502083,0.5,0.860322,2,"lr"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.53125,0.542857,0.538462,0.760417,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.525,0.475952,0.507692,0.839205,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.525,0.480476,0.507692,0.876894,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.525,0.494762,0.523077,0.844508,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.525,0.4825,0.523077,0.878598,5,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.515625,0.503125,0.519231,0.843277,4,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.515625,0.464583,0.480769,0.873343,4,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",61,5244,0.515625,0.49122,0.5,0.870502,4,"dlda"],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full 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MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"svm_linear"],["orlraws10p","ORLraws10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,2,"lr"],["orlraws10p","ORLraws10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["orlraws10p","ORLraws10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"dbda"],["orlraws10p","ORLraws10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["orlraws10p","ORLraws10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 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Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__svm_linear__dlda"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["orlraws10p","ORLraws10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.983333,0.982222,0.983333,1.0,3,"lr"],["orlraws10p","ORLraws10P (Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.983333,0.982222,0.983333,1.0,3,"lr"],["orlraws10p","ORLraws10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.983333,0.982222,0.983333,1.0,3,"mnpo_dlda"],["orlraws10p","ORLraws10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,1.0,2,"lr"],["orlraws10p","ORLraws10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,0.998611,2,"svm_linear"],["orlraws10p","ORLraws10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,1.0,2,"lr"],["orlraws10p","ORLraws10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,0.998611,2,"svm_linear"],["orlraws10p","ORLraws10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,1.0,2,"dlda"],["orlraws10p","ORLraws10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,1.0,2,"lr"],["orlraws10p","ORLraws10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.975,0.973333,0.975,1.0,2,"dlda"],["orlraws10p","ORLraws10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.966667,0.964444,0.966667,0.99537,3,"lr"],["orlraws10p","ORLraws10P (Face)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.966667,0.964444,0.966667,0.99537,3,"lr"],["orlraws10p","ORLraws10P (Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.966667,0.964444,0.966667,0.99537,3,"lr"],["orlraws10p","ORLraws10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.966667,0.964444,0.966667,1.0,3,"lr"],["orlraws10p","ORLraws10P (Face)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.961111,0.959259,0.961111,0.996296,9,"dlda"],["orlraws10p","ORLraws10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.96,0.958667,0.96,0.997778,5,"dlda"],["orlraws10p","ORLraws10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.96,0.957333,0.96,0.995556,5,"lr"],["orlraws10p","ORLraws10P (Face)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.955556,0.953704,0.955556,0.998765,9,"dlda"],["orlraws10p","ORLraws10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.99537,3,"lr"],["orlraws10p","ORLraws10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.997222,2,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.997222,1,"knn"],["orlraws10p","ORLraws10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,1.0,1,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.998611,2,"svm_linear"],["orlraws10p","ORLraws10P (Face)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.993056,2,"lr"],["orlraws10p","ORLraws10P (Face)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.993056,2,"lr"],["orlraws10p","ORLraws10P (Face)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.993056,2,"lr"],["orlraws10p","ORLraws10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,1.0,1,"dlda"],["orlraws10p","ORLraws10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,1.0,1,"dlda"],["orlraws10p","ORLraws10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.95,0.946667,0.95,0.991667,2,"mnpo_dbda"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.991667,1,"mnpo_dlda"],["orlraws10p","ORLraws10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,1.0,1,"mnpo_nsc"],["orlraws10p","ORLraws10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,0.9625,1,"knn"],["orlraws10p","ORLraws10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.991667,1,"mnpo_dlda"],["orlraws10p","ORLraws10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,1.0,1,"mnpo_nsc"],["orlraws10p","ORLraws10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.991667,1,"mnpo_dlda"],["orlraws10p","ORLraws10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.991667,1,"dlda"],["orlraws10p","ORLraws10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,0.986111,1,"mnpo_dbda"],["orlraws10p","ORLraws10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.991667,1,"mnpo_dlda"],["orlraws10p","ORLraws10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,1.0,1,"mnpo_nsc"],["orlraws10p","ORLraws10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,0.986111,1,"mnpo_dbda"],["orlraws10p","ORLraws10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.997222,1,"mnpo_nsc"],["orlraws10p","ORLraws10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.965278,1,"mnpo_ensemble_dlda__nb__lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.85,0.85,0.965278,1,"mnpo_ensemble_dlda__nb__lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.85,0.843333,0.85,0.988889,1,"svm_linear"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.8,0.816667,0.8,0.994444,1,"knn"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.75,0.726667,0.75,0.961111,1,"lr"],["orlraws10p","ORLraws10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10304,0.49,0.448762,0.49,0.852778,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,5,"vote_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,4,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,4,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,4,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,4,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"tune_first_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"tune_first_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"tune_first_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"tune_first_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 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(Petricoin)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,2,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,3,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,0.99697,5,"tune_first_ensemble_dlda__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,0.99697,5,"tune_first_ensemble_dlda__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.99697,0.995759,0.996078,1.0,5,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.996528,0.997281,0.997549,1.0,8,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.996212,0.994699,0.995098,1.0,4,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.996212,0.994699,0.995098,1.0,4,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.996212,0.994699,0.995098,1.0,4,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.996212,0.994699,0.995098,1.0,4,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.99537,0.996375,0.996732,1.0,6,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994949,0.992931,0.993464,1.0,3,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.994949,0.992931,0.993464,1.0,3,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"catboost"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"extra_tree"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.994444,0.99565,0.996078,1.0,5,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.993939,0.991518,0.992157,0.990572,5,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.993939,0.991518,0.992157,0.990572,5,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.993056,0.994563,0.995098,1.0,4,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.992424,0.989397,0.990196,1.0,2,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.991414,0.991409,0.992157,1.0,5,"lgbm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.991414,0.991409,0.992157,1.0,5,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.990909,0.987371,0.988235,0.990909,5,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.990909,0.987371,0.988235,0.990909,5,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.990741,0.992751,0.993464,1.0,3,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.990741,0.992751,0.993464,1.0,3,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.988889,0.991301,0.992157,1.0,5,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.988889,0.991301,0.992157,0.988889,5,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.988889,0.991176,0.992157,1.0,5,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.988889,0.991176,0.992157,1.0,5,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.988889,0.991301,0.992157,1.0,5,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.988889,0.991301,0.992157,0.988889,5,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.988889,0.991176,0.992157,1.0,5,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.988384,0.987262,0.988235,0.99798,5,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.988384,0.987262,0.988235,0.99798,5,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.986111,0.989126,0.990196,1.0,2,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.986111,0.989126,0.990196,1.0,2,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.986111,0.989126,0.990196,1.0,2,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.986111,0.989126,0.990196,1.0,2,"rf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.986111,0.989126,0.990196,1.0,2,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.985354,0.983021,0.984314,1.0,5,"xgb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.998316,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.998316,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.981481,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.999158,2,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.984848,1,"tune_first_ensemble_elastic_net_lr__dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.983333,0.986951,0.988235,0.999663,5,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.983333,0.986951,0.988235,0.999663,5,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.983333,0.986951,0.988235,0.999663,5,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.979798,0.978671,0.980392,0.994444,5,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.979798,0.978671,0.980392,0.994444,5,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.977778,0.982212,0.984314,1.0,5,"rf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.998316,5,"dbda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.997306,5,"gqda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.99899,5,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.998316,5,"dbda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.997306,5,"gqda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.977738,0.980392,0.99899,5,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,1,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.969697,0.958059,0.960784,0.989899,1,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.966667,0.972962,0.976471,0.998653,5,"spatial_median_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.944444,0.955882,0.960784,0.994949,1,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.941919,0.936383,0.941176,0.974747,1,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.886364,0.891258,0.901961,0.964646,1,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","mass-spec",253,15154,0.781818,0.778737,0.796078,0.893603,5,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.781818,0.778737,0.796078,0.893603,5,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","mass-spec",253,15154,0.772727,0.779412,0.803922,0.87037,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"knn"],["pixraw10p","pixraw10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"dlda"],["pixraw10p","pixraw10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"knn"],["pixraw10p","pixraw10P (Face)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"dlda"],["pixraw10p","pixraw10P (Face)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.975,0.973333,0.975,0.998611,2,"lr"],["pixraw10p","pixraw10P (Face)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.975,0.973333,0.975,0.981944,2,"lr"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.975,0.973333,0.975,0.995833,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.975,0.973333,0.975,0.991667,2,"lr"],["pixraw10p","pixraw10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.96,0.958667,0.96,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.992593,3,"svm_linear"],["pixraw10p","pixraw10P (Face)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.947778,0.95,0.999383,9,"dlda"],["pixraw10p","pixraw10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.947619,0.95,0.994841,7,"lr"],["pixraw10p","pixraw10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.992593,3,"svm_linear"],["pixraw10p","pixraw10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.948333,0.95,0.991667,2,"knn"],["pixraw10p","pixraw10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.983333,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"knn"],["pixraw10p","pixraw10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.995833,2,"lr"],["pixraw10p","pixraw10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.986111,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,2,"dlda"],["pixraw10p","pixraw10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.995556,5,"tabpfn"],["pixraw10p","pixraw10P (Face)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.995556,5,"tabpfn"],["pixraw10p","pixraw10P (Face)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,2,"dlda"],["pixraw10p","pixraw10P (Face)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.95,0.95,0.998611,2,"lr"],["pixraw10p","pixraw10P (Face)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,1,"knn"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,1,"knn"],["pixraw10p","pixraw10P (Face)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.980556,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,1,"lr"],["pixraw10p","pixraw10P (Face)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"lr"],["pixraw10p","pixraw10P (Face)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"lr"],["pixraw10p","pixraw10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,1,"lr"],["pixraw10p","pixraw10P (Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,1,"lr"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"lr"],["pixraw10p","pixraw10P (Face)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.998611,2,"dlda"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993333,5,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.993056,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.975,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.975,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,2,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"mnpo_elastic_net_lr"],["pixraw10p","pixraw10P (Face)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"mnpo_elastic_net_lr"],["pixraw10p","pixraw10P (Face)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,1,"mnpo_elastic_net_lr"],["pixraw10p","pixraw10P (Face)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.94,0.936,0.94,0.998889,5,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.94,0.936667,0.94,0.996111,5,"gpc"],["pixraw10p","pixraw10P (Face)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.94,0.936,0.94,0.990833,5,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.94,0.936,0.94,0.998889,5,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.94,0.936,0.94,0.990833,5,"knn"],["pixraw10p","pixraw10P (Face)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9375,0.933333,0.9375,0.991667,4,"svm_rbf"],["pixraw10p","pixraw10P (Face)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.933333,0.931111,0.933333,0.997222,9,"dlda"],["pixraw10p","pixraw10P (Face)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.933333,0.933333,0.933333,0.997222,3,"dlda"],["pixraw10p","pixraw10P (Face)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.933333,0.933333,0.933333,0.997222,3,"dlda"],["pixraw10p","pixraw10P (Face)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.933333,0.933333,0.933333,0.997222,3,"dlda"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.933333,0.933333,0.933333,0.997222,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.930667,0.93,0.997222,5,"dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996111,5,"spatial_median_da"],["pixraw10p","pixraw10P (Face)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.925333,0.93,0.987778,5,"svm_linear"],["pixraw10p","pixraw10P (Face)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.925333,0.93,0.973056,5,"vote_ensemble"],["pixraw10p","pixraw10P (Face)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.992778,5,"lr"],["pixraw10p","pixraw10P (Face)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.93,0.926,0.93,0.998889,5,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.93,0.925333,0.93,0.987778,5,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.992778,5,"lr"],["pixraw10p","pixraw10P (Face)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.93,0.926667,0.93,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.926667,0.925,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.920833,0.925,0.996528,4,"lr"],["pixraw10p","pixraw10P (Face)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.926667,0.925,0.995833,2,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.926667,0.925,0.995833,2,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.92,0.925,0.995833,2,"lr"],["pixraw10p","pixraw10P (Face)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.92,0.925,0.995833,2,"lr"],["pixraw10p","pixraw10P (Face)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.921667,0.925,0.990972,4,"lr"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.921667,0.925,0.994444,2,"dlda"],["pixraw10p","pixraw10P (Face)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.923333,0.925,0.997222,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.926667,0.925,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.925,0.92,0.925,0.9875,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.925,0.92,0.925,0.967361,4,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.92,0.915333,0.92,0.993333,5,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.92,0.915333,0.92,0.993333,5,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.92,0.915333,0.92,0.993333,5,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.99537,3,"lr"],["pixraw10p","pixraw10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.99537,3,"lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,1.0,3,"lr"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.980556,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.972685,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.916667,0.912222,0.916667,0.981019,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"dlda"],["pixraw10p","pixraw10P (Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"dlda"],["pixraw10p","pixraw10P (Face)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"dlda"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.906667,0.9125,0.998611,4,"lr"],["pixraw10p","pixraw10P (Face)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.908333,0.9125,0.979861,4,"lr"],["pixraw10p","pixraw10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.910833,0.9125,0.997222,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9125,0.913333,0.9125,0.996528,4,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.91,0.905333,0.91,0.997778,5,"dbda"],["pixraw10p","pixraw10P (Face)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.91,0.899333,0.91,0.999444,5,"nsc"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.91,0.909333,0.91,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.91,0.905333,0.91,0.997778,5,"dbda"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.91,0.899333,0.91,0.999444,5,"nsc"],["pixraw10p","pixraw10P (Face)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,1,"tabpfn"],["pixraw10p","pixraw10P (Face)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,1,"mnpo_tabpfn"],["pixraw10p","pixraw10P (Face)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,1,"tabpfn"],["pixraw10p","pixraw10P (Face)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,1,"mnpo_tabpfn"],["pixraw10p","pixraw10P (Face)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"cpda"],["pixraw10p","pixraw10P (Face)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.896,0.9,0.994444,5,"nb"],["pixraw10p","pixraw10P (Face)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.896667,0.9,0.997222,5,"tabm"],["pixraw10p","pixraw10P (Face)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.997222,1,"lr"],["pixraw10p","pixraw10P (Face)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.995,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.897333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.897333,0.9,0.995,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.897333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.995,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.995,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.897333,0.9,0.995,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.995556,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.896667,0.9,0.994444,1,"knn"],["pixraw10p","pixraw10P (Face)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.997222,2,"lr"],["pixraw10p","pixraw10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.966667,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.966667,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.902222,0.9,0.99537,3,"dlda"],["pixraw10p","pixraw10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.995833,2,"lr"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.988889,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.988889,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.896,0.9,0.994444,5,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.899333,0.9,0.996667,5,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.896667,0.9,0.997222,5,"tabm"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.997222,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,1,"tune_first_ensemble_dlda__svm_linear__lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.975,1,"tune_first_ensemble_dlda__svm_rbf__lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,1,"tune_first_ensemble_dlda__svm_linear__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.980556,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.895556,0.9,0.983333,3,"svm_linear"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.898889,0.9,0.996296,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,1,"mnpo_svm_linear"],["pixraw10p","pixraw10P (Face)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,1,"mnpo_svm_linear"],["pixraw10p","pixraw10P (Face)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.896667,0.9,0.994444,1,"mnpo_knn"],["pixraw10p","pixraw10P (Face)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,1,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,1,"mnpo_svm_linear"],["pixraw10p","pixraw10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.901905,0.9,0.990278,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.995833,2,"dlda"],["pixraw10p","pixraw10P (Face)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.883333,0.881111,0.883333,0.996296,3,"dlda"],["pixraw10p","pixraw10P (Face)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.883333,0.884444,0.883333,0.99537,3,"dlda"],["pixraw10p","pixraw10P (Face)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.883333,0.884444,0.883333,0.99537,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.883333,0.884444,0.883333,0.99537,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.88,0.866667,0.88,0.996111,5,"gqda"],["pixraw10p","pixraw10P (Face)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.88,0.866667,0.88,0.996111,5,"gqda"],["pixraw10p","pixraw10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.875,0.85,0.875,0.9875,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.875,0.868333,0.875,0.995833,2,"lr"],["pixraw10p","pixraw10P (Face)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.875,0.868333,0.875,0.977778,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.875,0.853333,0.875,0.984722,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.875,0.868333,0.875,0.970833,2,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.875,0.868333,0.875,0.970833,2,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.866667,0.863333,0.866667,0.992593,3,"dlda"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.83,0.85,0.972222,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.845,0.85,0.9875,2,"svm_linear"],["pixraw10p","pixraw10P (Face)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.991667,2,"lr"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.988889,1,"knn"],["pixraw10p","pixraw10P (Face)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,1,"dlda"],["pixraw10p","pixraw10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.991667,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,1,"dlda"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.822222,0.85,0.999074,3,"dlda"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.85,0.85,0.988889,1,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.857143,0.85,0.980556,1,"dlda"],["pixraw10p","pixraw10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.83,0.85,0.997222,2,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.994444,1,"lr"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,1,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.991667,1,"dlda"],["pixraw10p","pixraw10P (Face)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.994444,3,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.825,0.803333,0.825,0.986111,2,"dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.8,0.778333,0.8,0.986111,4,"copula_da"],["pixraw10p","pixraw10P (Face)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.8,0.793333,0.8,0.933333,1,"svm_linear"],["pixraw10p","pixraw10P (Face)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.8,0.813333,0.8,0.980556,1,"dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.79,0.752,0.79,0.967222,5,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.79,0.760762,0.79,0.988889,5,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.79,0.752,0.79,0.967778,5,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.75,0.76,0.75,0.980556,1,"dlda"],["pixraw10p","pixraw10P (Face)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.74,0.697333,0.74,0.961667,5,"sglnn"],["pixraw10p","pixraw10P (Face)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.74,0.697333,0.74,0.961667,5,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.74,0.697333,0.74,0.961667,5,"sglnn"],["pixraw10p","pixraw10P (Face)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.725,0.696786,0.725,0.936806,4,"rff_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.7,0.701667,0.7,0.933333,2,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.7,0.683429,0.7,0.955,5,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.69,0.648762,0.69,0.931667,5,"rff_lr"],["pixraw10p","pixraw10P (Face)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.58,0.484857,0.58,0.766667,5,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.58,0.484857,0.58,0.766667,5,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","non_genomic","cDNA",100,10000,0.54,0.521238,0.54,0.862778,5,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",100,10000,0.54,0.521238,0.54,0.862778,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"mnpo_knn"],["prostate_singh","Prostate Cancer (Singh)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.977273,0.97619,0.97619,0.986364,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.977273,0.97619,0.97619,0.986364,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.977273,0.97619,0.97619,0.995455,2,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.975,0.975973,0.97619,0.981818,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.975,0.975973,0.97619,0.981818,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.975,0.975973,0.97619,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.975,0.975973,0.97619,1.0,2,"mnpo_knn"],["prostate_singh","Prostate Cancer (Singh)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.972727,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,1.0,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.963636,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,1.0,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.945455,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.954545,1,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.954545,1,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.963636,1,"mnpo_cpda"],["prostate_singh","Prostate Cancer (Singh)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.981818,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.918182,1,"mnpo_knn"],["prostate_singh","Prostate Cancer (Singh)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,1.0,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.954545,1,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.972727,1,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95303,0.952309,0.952381,0.984848,3,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.952273,0.952163,0.952381,0.977273,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.952273,0.952163,0.952381,0.995455,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.952273,0.952163,0.952381,0.952273,2,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.952273,0.952163,0.952381,0.972727,2,"lr"],["prostate_singh","Prostate Cancer 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Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.936364,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.972727,1,"mnpo_cpda"],["prostate_singh","Prostate Cancer (Singh)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"mnpo_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"mnpo_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,1.0,1,"mnpo_elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,1.0,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.936364,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,1.0,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.972727,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.972727,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,1,"mnpo_elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.981818,1,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,1,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_dlda","C_ONLY","Clf 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.940909,0.94202,0.942857,0.990909,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.933636,0.933116,0.933333,0.983636,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.932727,0.932719,0.933333,0.967273,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.932727,0.932854,0.933333,0.989091,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.932727,0.932719,0.933333,0.976364,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.932727,0.932763,0.933333,0.970909,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.931313,0.930706,0.931217,0.969697,9,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.931313,0.930706,0.931217,0.973737,9,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.930909,0.932501,0.933333,0.98,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.929545,0.928463,0.928571,0.977273,2,"knn"],["prostate_singh","Prostate Cancer (Singh)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.929545,0.928463,0.928571,0.959091,2,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.929545,0.928463,0.928571,0.972727,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.928409,0.928409,0.928571,0.972727,4,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.927273,0.927579,0.928571,0.963636,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.927273,0.927579,0.928571,0.968182,2,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.972727,2,"knn"],["prostate_singh","Prostate Cancer (Singh)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.990909,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.95,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.981818,2,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.970455,2,"knn"],["prostate_singh","Prostate Cancer (Singh)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.968182,2,"mnpo_elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.925,0.927361,0.928571,0.986364,2,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.923239,0.92381,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.923505,0.92381,0.949091,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.922977,0.92381,0.950909,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.922977,0.92381,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.922977,0.92381,0.949091,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.923461,0.92381,0.965455,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.923636,0.923239,0.92381,0.98,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.922727,0.920491,0.920635,0.954545,3,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.922727,0.920491,0.920635,0.966667,3,"lr"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.921818,0.923152,0.92381,0.978182,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.921212,0.919901,0.920635,0.939394,3,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.921212,0.919901,0.920635,0.960606,3,"mnpo_dlda"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.921212,0.92049,0.920635,0.966667,3,"lr"],["prostate_singh","Prostate Cancer (Singh)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.920909,0.922207,0.92381,0.981818,5,"tabpfn"],["prostate_singh","Prostate Cancer (Singh)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.919697,0.920345,0.920635,0.969697,3,"lr"],["prostate_singh","Prostate Cancer (Singh)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.918182,0.919756,0.920635,0.960606,3,"lr"],["prostate_singh","Prostate Cancer (Singh)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.918182,0.919756,0.920635,0.972727,3,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.917045,0.916341,0.916667,0.965909,4,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.916667,0.918552,0.920635,0.990909,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.916667,0.918552,0.920635,0.990909,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.916667,0.919167,0.920635,0.993939,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.916667,0.918552,0.920635,0.990909,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.913636,0.913628,0.914286,0.937273,5,"gpc"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.913636,0.913628,0.914286,0.941818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.913636,0.912774,0.914286,0.952727,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.913636,0.914024,0.914286,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.913636,0.913143,0.914286,0.954545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.912727,0.913318,0.914286,0.990909,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.912727,0.91341,0.914286,0.992727,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9125,0.914608,0.916667,0.986364,4,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.911818,0.912726,0.914286,0.983636,5,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.911818,0.912683,0.914286,0.98,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.909091,0.904545,0.904762,0.909091,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.909091,0.904545,0.904762,0.918182,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.906818,0.904762,0.904762,0.981818,2,"mnpo_elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.906818,0.90389,0.904762,0.927273,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.906061,0.904545,0.904762,0.951515,3,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.903576,0.904762,0.972727,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904191,0.904762,0.976364,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.977273,2,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904544,0.904762,0.95,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904544,0.904762,0.968182,2,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.927273,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.927273,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.990909,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.963636,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.981818,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,1,"mnpo_realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,1,"mnpo_realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,1,"mnpo_realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,1,"mnpo_realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,1,"mnpo_realmlp"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.903636,0.902941,0.904762,0.945455,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.903636,0.902941,0.904762,0.96,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.903636,0.903925,0.904762,0.967273,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.903636,0.902941,0.904762,0.954545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.903636,0.903207,0.904762,0.954545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.902298,0.904762,0.972727,5,"cpda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.902298,0.904762,0.902727,5,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903469,0.904762,0.965455,5,"tabm"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903338,0.904762,0.969091,5,"tabpfn"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903469,0.904762,0.974545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903116,0.904762,0.961818,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.902727,0.902298,0.904762,0.972727,5,"cpda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.902727,0.903838,0.904762,0.963636,5,"tabm"],["prostate_singh","Prostate Cancer (Singh)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902273,0.90389,0.904762,0.945455,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.902273,0.903662,0.904762,0.959091,2,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.902273,0.90389,0.904762,0.5,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.5,5,"vote_ensemble"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903207,0.904762,0.954545,5,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903207,0.904762,0.954545,5,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901818,0.903115,0.904762,0.98,5,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901515,0.903519,0.904762,0.972727,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.901515,0.903519,0.904762,0.969697,3,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901515,0.903519,0.904762,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901515,0.903519,0.904762,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.901515,0.903519,0.904762,0.5,3,"tune_first_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy 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Cancer (Singh)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.972727,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.981818,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.972727,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.899038,0.904762,0.986364,2,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.990909,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.945455,1,"nb"],["prostate_singh","Prostate Cancer (Singh)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.945455,1,"svm_rbf"],["prostate_singh","Prostate Cancer (Singh)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.954545,1,"lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy 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HG-U95",102,12600,0.893636,0.894319,0.895238,0.985455,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.892727,0.893592,0.895238,0.954545,5,"knn"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.892727,0.8926,0.895238,0.976364,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.892727,0.892465,0.895238,0.954545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.892727,0.893592,0.895238,0.958182,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.892727,0.893592,0.895238,0.954545,5,"knn"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.892727,0.894096,0.895238,0.976364,5,"shrinkage_lda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.891818,0.893834,0.895238,0.969091,5,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy 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HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.981818,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy 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panel","easy","genomics","Affy HG-U95",102,12600,0.853636,0.852124,0.857143,0.954545,5,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.853636,0.854551,0.857143,0.912727,5,"nb"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.853636,0.854551,0.857143,0.912727,5,"nb"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.853636,0.854551,0.857143,0.921818,5,"nsc"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.853636,0.853786,0.857143,0.943636,5,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.852273,0.8538,0.857143,0.968182,2,"lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.852273,0.8538,0.857143,0.5,2,"tune_first_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.852273,0.8538,0.857143,0.5,2,"tune_first_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 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HG-U95",102,12600,0.85,0.851765,0.857143,0.5,1,"mnpo_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.5,1,"mnpo_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.990909,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.5,1,"mnpo_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","W03_cls_oracle_banzhaf","W","Clf 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panel","easy","genomics","Affy HG-U95",102,12600,0.813636,0.809091,0.809524,0.936364,1,"dlda"],["prostate_singh","Prostate Cancer (Singh)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.809091,0.809091,0.809524,0.9,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","Affy HG-U95",102,12600,0.809091,0.809091,0.809524,0.872727,1,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.809091,0.809091,0.809524,0.9,1,"knn"],["prostate_singh","Prostate Cancer (Singh)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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panel","easy","genomics","Affy HG-U95",102,12600,0.8,0.798077,0.809524,1.0,1,"svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.8,0.798077,0.809524,1.0,1,"mnpo_cpda"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.776364,0.776324,0.780952,0.867273,5,"rff_lr"],["prostate_singh","Prostate Cancer (Singh)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","Affy HG-U95",102,12600,0.772727,0.759485,0.780952,0.934545,5,"copula_da"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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panel","easy","genomics","cDNA",1993,4862,0.950783,0.950673,0.95071,0.990059,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.94995,0.949837,0.949875,0.98696,1,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.949925,0.949859,0.949875,0.99245,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.949899,0.949872,0.949875,0.990766,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.949091,0.94902,0.949039,0.990431,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.949087,0.949025,0.949039,0.989142,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.948266,0.948167,0.948204,0.990519,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.948258,0.948183,0.948204,0.989795,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.948072,0.947952,0.947995,0.989865,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.948072,0.947952,0.947995,0.989865,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.946796,0.94672,0.946742,0.990663,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.946793,0.946716,0.946742,0.988612,8,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.946394,0.94634,0.946366,0.991437,5,"tabpfn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.946225,0.946022,0.946115,0.5,2,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.946181,0.946084,0.946115,0.989943,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.945902,0.945841,0.945865,0.991482,5,"tabpfn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.94575,0.945673,0.945698,0.99116,3,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.945427,0.945329,0.945363,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.945394,0.945333,0.945363,0.991224,5,"tabpfn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.94495,0.944804,0.944862,0.991143,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.94495,0.944804,0.944862,0.991407,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.944937,0.944819,0.944862,0.991552,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.944925,0.944834,0.944862,0.98826,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944912,0.944845,0.944862,0.988786,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944912,0.944845,0.944862,0.992198,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944909,0.944845,0.944862,0.988405,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944887,0.944854,0.944862,0.989472,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944287,0.944209,0.944236,0.988942,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.944121,0.943957,0.944027,0.990812,3,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943681,0.943572,0.943609,0.987959,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943665,0.943585,0.943609,0.988697,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943624,0.943606,0.943609,0.987827,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943392,0.943342,0.943358,0.988538,5,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943271,0.943145,0.943191,0.98876,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943254,0.943161,0.943191,0.98799,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.94325,0.943165,0.943191,0.987462,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943233,0.94316,0.943191,0.989188,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.943072,0.94292,0.942982,0.986731,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.942434,0.942307,0.942356,0.987327,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.942418,0.942327,0.942356,0.989303,2,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.942418,0.942327,0.942356,0.989315,2,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.942402,0.942338,0.942356,0.987623,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.942374,0.942354,0.942356,0.989937,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.941922,0.941805,0.941855,0.990312,5,"catboost"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.941902,0.941834,0.941855,0.989573,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.941778,0.941711,0.941729,0.987387,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.941608,0.941459,0.94152,0.988065,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.940733,0.940663,0.940685,0.987324,3,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.940559,0.940421,0.940476,0.988797,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.93995,0.939764,0.93985,0.990754,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939941,0.939778,0.93985,0.987965,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939907,0.939819,0.93985,0.987402,5,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939897,0.939822,0.93985,0.983608,5,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.939893,0.93983,0.93985,0.986671,2,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939891,0.939831,0.93985,0.987592,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939862,0.939849,0.93985,0.987186,1,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939405,0.939321,0.939348,0.98791,5,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939306,0.939164,0.939223,0.986285,4,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.939306,0.939164,0.939223,0.986285,4,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938678,0.93854,0.938596,0.985744,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938678,0.93854,0.938596,0.986379,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938649,0.938567,0.938596,0.98767,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938643,0.938549,0.938596,0.986787,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938425,0.938293,0.938346,0.986101,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938353,0.93824,0.938283,0.986093,8,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938262,0.938119,0.938179,0.5,3,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938262,0.938119,0.938179,0.5,3,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938262,0.938119,0.938179,0.5,3,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938262,0.938119,0.938179,0.5,3,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938212,0.938166,0.938179,0.987052,3,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.938017,0.937939,0.93797,0.98614,8,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937812,0.937735,0.937761,0.986776,6,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.937434,0.937272,0.937343,0.988166,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937431,0.937278,0.937343,0.988065,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937425,0.937271,0.937343,0.986265,3,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937425,0.937289,0.937343,0.986087,2,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937418,0.937296,0.937343,0.988882,2,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.985415,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.990226,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.990226,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937374,0.937335,0.937343,0.984636,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937362,0.937342,0.937343,0.965641,1,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.937356,0.937342,0.937343,0.985295,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936806,0.936647,0.936717,0.98816,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936806,0.936647,0.936717,0.98816,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936806,0.936647,0.936717,0.98816,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936806,0.936647,0.936717,0.98816,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936762,0.936686,0.936717,0.98562,8,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936591,0.93643,0.936508,0.986001,3,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936425,0.936278,0.936341,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936387,0.936311,0.936341,0.985548,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.936153,0.936053,0.93609,0.983332,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936137,0.936064,0.93609,0.986401,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936131,0.936078,0.93609,0.987632,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.936131,0.936078,0.93609,0.987827,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.93592,0.935782,0.93584,0.98693,5,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.93592,0.935782,0.93584,0.98693,5,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.93554,0.935413,0.935464,0.5,4,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.935515,0.935437,0.935464,0.988257,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.935417,0.935283,0.935338,0.5,5,"tune_first_ensemble_lr__elastic_net_lr__nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.934874,0.934827,0.934837,0.987814,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.934412,0.934281,0.934336,0.5,5,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933879,0.933803,0.933835,0.984915,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933879,0.933803,0.933835,0.984915,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933864,0.933799,0.933835,0.96809,5,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933662,0.933526,0.933584,0.985942,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933662,0.933526,0.933584,0.985942,4,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.933631,0.933567,0.933584,0.987714,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.933612,0.933575,0.933584,0.986646,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.933412,0.933275,0.933333,0.986683,5,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.933402,0.933288,0.933333,0.985402,5,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.932475,0.932124,0.932331,0.5,1,"tune_first_ensemble_elastic_net_lr__nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.983279,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.932399,0.932288,0.932331,0.985791,1,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.932399,0.932288,0.932331,0.985641,1,"mnpo_bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.932399,0.932288,0.932331,0.985641,1,"mnpo_bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.932364,0.9323,0.932331,0.984721,5,"lgbm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.931746,0.931672,0.931704,0.986369,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.931405,0.93127,0.931328,0.985216,5,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.931405,0.93127,0.931328,0.985216,5,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.931405,0.93127,0.931328,0.985216,5,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.929891,0.929782,0.929825,0.5,3,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.929887,0.929789,0.929825,0.986206,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.929824,0.929824,0.929825,0.982475,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.928631,0.928538,0.928571,0.986715,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.928618,0.928552,0.928571,0.984768,2,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.927392,0.92726,0.927318,0.980035,5,"extra_tree"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.927374,0.927289,0.927318,0.972915,1,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.927261,0.927273,0.927318,0.987161,1,"mnpo_tabpfn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.927261,0.927273,0.927318,0.987161,1,"mnpo_tabpfn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.926756,0.926622,0.926692,0.983081,4,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.92598,0.925633,0.926065,0.991834,2,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.92598,0.925633,0.926065,0.991834,2,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.925892,0.925748,0.925815,0.981146,5,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.925695,0.925617,0.925647,0.983894,3,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984146,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.924824,0.924812,0.924812,0.983455,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.983229,1,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.919887,0.919714,0.919799,0.961269,1,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.919761,0.919775,0.919799,0.98304,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.918364,0.918229,0.918296,0.976563,5,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.917894,0.917673,0.917794,0.981327,5,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.917894,0.917673,0.917794,0.981327,5,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.917864,0.917459,0.917794,0.972912,5,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.915874,0.915701,0.915789,0.975558,5,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.914899,0.914632,0.914787,0.978618,1,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.913415,0.913045,0.913283,0.972048,5,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.913415,0.913045,0.913283,0.972048,5,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.912309,0.912221,0.912281,0.958244,5,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.911854,0.911352,0.911779,0.969829,5,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.909774,0.909774,0.909774,0.95299,1,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.909774,0.909774,0.909774,0.95299,1,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.906774,0.906753,0.906767,0.966023,5,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.905327,0.905193,0.905263,0.956872,5,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.905256,0.905232,0.905263,0.967078,5,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.904809,0.904682,0.904762,0.966817,5,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.904611,0.904387,0.904762,0.984661,1,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.901339,0.901104,0.901253,0.961276,5,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.900339,0.900123,0.900251,0.962588,5,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.888261,0.88808,0.888221,0.957613,5,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.888261,0.88808,0.888221,0.957613,5,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.877769,0.877536,0.877694,0.959573,5,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.877334,0.876768,0.877193,0.959216,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.876972,0.876185,0.877193,0.984912,1,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.873261,0.873049,0.873183,0.953216,5,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.873261,0.873049,0.873183,0.953216,5,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.872377,0.871241,0.87218,0.962558,5,"dbda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.872377,0.871241,0.87218,0.962558,5,"dbda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.871319,0.870707,0.871178,0.959467,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.871319,0.870707,0.871178,0.959467,5,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.871319,0.870707,0.871178,0.959467,5,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.870422,0.868914,0.870175,0.959897,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.869854,0.868899,0.869674,0.955668,5,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.869854,0.868899,0.869674,0.955668,5,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.867379,0.866221,0.867168,0.95543,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.866764,0.866331,0.866667,0.866764,5,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.866764,0.866331,0.866667,0.866764,5,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.866242,0.865224,0.866054,0.956903,9,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.865966,0.864925,0.865776,0.956784,9,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.857837,0.856667,0.857644,0.949975,5,"spatial_median_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.838158,0.837012,0.838095,0.923784,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.822724,0.820768,0.822556,0.912178,5,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.780626,0.779427,0.780451,0.887616,5,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.769106,0.767694,0.768922,0.872151,5,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.769106,0.767694,0.768922,0.872151,5,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.724415,0.723414,0.724311,0.787879,5,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",1993,4862,0.714359,0.713915,0.714286,0.779548,5,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.713111,0.706208,0.712782,0.803794,5,"gqda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",1993,4862,0.713111,0.706208,0.712782,0.803794,5,"gqda"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.996429,0.996463,0.996528,0.999878,5,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.989524,0.989372,0.989583,0.474323,1,"mnpo_ensemble_svm_rbf__svm_linear__lr"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.989524,0.989372,0.989583,0.474323,1,"mnpo_ensemble_svm_rbf__svm_linear__lr"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.980476,0.980465,0.980903,0.474508,2,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.980476,0.980465,0.980903,0.474508,2,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.976905,0.976875,0.977431,0.47437,2,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1440,1024,0.976905,0.976875,0.977431,0.47437,2,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.907051,0.906571,0.907051,0.994679,1,"dlda"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.907051,0.905523,0.907051,0.484877,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.907051,0.905523,0.907051,0.484877,1,"mnpo_ensemble_dlda__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.900641,0.899196,0.900641,0.990495,3,"svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.884615,0.885142,0.884615,0.485609,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.884615,0.884037,0.884615,0.485118,1,"mnpo_ensemble_lr__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.884615,0.884037,0.884615,0.485118,1,"mnpo_ensemble_lr__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.88141,0.882011,0.88141,0.485689,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.865385,0.865863,0.865385,0.493104,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.865385,0.865863,0.865385,0.493104,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.846154,0.843447,0.846154,0.487842,1,"mnpo_ensemble_svm_rbf__vote_ensemble__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.846154,0.843926,0.846154,0.488018,1,"mnpo_ensemble_svm_rbf__vote_ensemble__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",1560,617,0.839744,0.83501,0.839744,0.491191,1,"vote_ensemble"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1943,3289,0.882059,0.881729,0.881748,0.959298,1,"lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1943,3289,0.878275,0.878263,0.878535,0.950015,4,"elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1943,3289,0.877964,0.877909,0.878149,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1943,3289,0.877964,0.877909,0.878149,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1427,4322,0.828462,0.826538,0.827273,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1427,4322,0.828462,0.826538,0.827273,0.5,5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1427,4322,0.823077,0.821046,0.821678,0.897806,1,"lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",1427,4322,0.820994,0.817028,0.817308,0.902287,4,"elastic_net_lr"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",9298,256,0.931401,0.931607,0.938065,0.99069,5,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",9298,256,0.927387,0.928124,0.934839,0.452952,5,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","easy","genomics","cDNA",9298,256,0.927387,0.928124,0.934839,0.452952,5,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.933333,0.926667,0.923077,0.997101,1,"elastic_net_lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.933333,0.926667,0.923077,0.446467,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.933333,0.926667,0.923077,0.446467,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.833333,0.826071,0.846154,0.443524,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.833333,0.826071,0.846154,0.443524,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.783333,0.773214,0.788462,0.990353,2,"lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.766667,0.75619,0.769231,0.492255,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.766667,0.75619,0.769231,0.492255,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.733333,0.712738,0.75,0.978397,2,"dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.683333,0.671429,0.692308,0.444746,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","medium","genomics","cDNA",130,2400,0.683333,0.671429,0.692308,0.444746,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.711111,0.677143,0.69697,0.47767,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.711111,0.677143,0.69697,0.47767,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.655556,0.611429,0.666667,0.453513,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.655556,0.611429,0.666667,0.453513,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.644444,0.608395,0.636364,0.940088,3,"dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.622222,0.590635,0.636364,0.948041,2,"lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.622222,0.612698,0.636364,0.500275,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.622222,0.612698,0.636364,0.500275,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.594444,0.54619,0.590909,0.469373,2,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset","hard","genomics","cDNA",165,1024,0.594444,0.54619,0.590909,0.469373,2,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.798611,0.79655,0.802632,0.845833,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.838889,1,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.827778,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.788889,0.788889,0.789474,0.830556,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.788889,0.788889,0.789474,0.833333,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.788889,0.788961,0.789474,0.826389,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.773611,0.774394,0.776316,0.770833,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.855556,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762186,0.763158,0.8125,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.763889,1,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.761613,0.763158,0.794444,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.761613,0.763158,0.794444,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.8,1,"mnpo_sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.8,1,"mnpo_sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.763889,0.761613,0.763158,0.794444,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7625,0.761684,0.763158,0.830556,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.794444,1,"mnpo_rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.753333,0.751364,0.752632,0.775,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.752778,0.748892,0.75,0.819444,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.752778,0.748892,0.75,0.752778,2,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.751389,0.748892,0.75,0.795833,2,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.746111,0.745303,0.747368,0.795556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.819444,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.744444,0.743931,0.745614,0.776852,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,1,"mnpo_nb"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,1,"mnpo_nb"],["smk_can_187","SMK_CAN_187 (Smoking)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,1,"mnpo_nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.5,1,"tune_first_ensemble_knn__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.740556,0.739634,0.742105,0.780556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.740556,0.740262,0.742105,0.805556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.74,0.73871,0.742105,0.776667,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.738889,0.737568,0.745614,0.809259,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.875,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.822222,1,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7375,0.734781,0.736842,0.816667,2,"mnpo_tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7375,0.734781,0.736842,0.816667,2,"mnpo_tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7375,0.735002,0.736842,0.781944,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.737037,0.735498,0.736842,0.788889,3,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.737037,0.735498,0.736842,0.788889,3,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.5,1,"tune_first_ensemble_lr__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.5,1,"tune_first_ensemble_lr__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.735185,0.734844,0.736842,0.762037,3,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.734722,0.735002,0.736842,0.831944,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.734722,0.732694,0.736842,0.745833,4,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.734722,0.735192,0.736842,0.776389,2,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.734722,0.735192,0.736842,0.773611,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.813889,1,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.777778,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.73125,0.729809,0.730263,0.784722,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.730556,0.730114,0.736842,0.772222,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.73,0.728877,0.731579,0.763889,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.729444,0.726515,0.731579,0.729444,5,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.728889,0.725994,0.731579,0.728889,5,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.726389,0.726064,0.730263,0.808333,4,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725926,0.725979,0.72807,0.748148,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725556,0.723444,0.726316,0.768333,5,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.722319,0.723684,0.808333,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.722411,0.723684,0.797222,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.722411,0.723684,0.797222,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.722411,0.723684,0.797222,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.725,0.722411,0.723684,0.797222,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.724444,0.721962,0.726316,0.784444,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.719444,0.71878,0.721053,0.766667,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.718333,0.717054,0.721053,0.776111,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.718333,0.717782,0.721053,0.781111,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.716667,0.707843,0.710526,0.775926,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.716667,0.708711,0.710526,0.5,1,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.716204,0.716233,0.719298,0.771296,6,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715741,0.714209,0.719298,0.767593,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715741,0.707524,0.710526,0.748148,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715278,0.709722,0.710526,0.788889,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715278,0.707876,0.710526,0.715278,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715,0.714422,0.715789,0.788889,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.715,0.713509,0.715789,0.766111,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.791667,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,1,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710015,0.710526,0.5,2,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.713889,0.709518,0.710526,0.756944,2,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.713194,0.711723,0.717105,0.765972,4,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.709126,0.710526,0.772778,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"tune_first_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"tune_first_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.836111,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,1,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.755556,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.710185,0.70928,0.710526,0.740741,3,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.709722,0.709722,0.710526,0.711111,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.709722,0.709722,0.710526,0.711111,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.709722,0.709722,0.710526,0.711111,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.709444,0.707153,0.710526,0.736667,5,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.709259,0.707088,0.710526,0.756481,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.709259,0.708741,0.710526,0.75,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.709028,0.708427,0.710526,0.752778,4,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.708889,0.706986,0.710526,0.769444,5,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708202,0.710526,0.744444,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,1,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.758333,1,"mnpo_rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.708333,0.707876,0.710526,0.722222,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.707407,0.699592,0.701754,0.77037,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.706944,0.704436,0.710526,0.756944,2,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.706481,0.706777,0.710526,0.737037,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.706481,0.706777,0.710526,0.737037,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.705556,0.705426,0.710526,0.691667,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.705556,0.705426,0.710526,0.691667,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.70463,0.700257,0.701754,0.763889,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.703704,0.703013,0.70614,0.785648,6,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.703333,0.701419,0.705263,0.801111,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.703333,0.700288,0.705263,0.777778,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.703333,0.702334,0.705263,0.75,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.702778,0.701082,0.701754,0.766667,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.702778,0.700861,0.705263,0.775556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.702778,0.700358,0.710526,0.702778,1,"mnpo_pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.700556,0.698881,0.7,0.776667,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7,0.698371,0.701754,0.725926,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,1,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,1,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,1,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,1,"mnpo_bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.699444,0.697577,0.7,0.747222,5,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.699444,0.697991,0.7,0.781111,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.699444,0.697577,0.7,0.747222,5,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.699074,0.698759,0.701754,0.748148,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.697917,0.696522,0.697368,0.78125,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.697917,0.685677,0.690789,0.759722,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.697917,0.685677,0.690789,0.759722,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.697222,0.695447,0.7,0.79,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.697222,0.669565,0.684211,0.738889,1,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.697222,0.669565,0.684211,0.7,1,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.696528,0.69381,0.697368,0.790972,4,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.695833,0.691846,0.697368,0.825,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.695833,0.692576,0.697368,0.718056,2,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.695833,0.69593,0.697368,0.5,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.694444,0.673695,0.684211,0.791667,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.694444,0.694821,0.697368,0.773611,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.5,1,"tune_first_ensemble_dlda__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.693889,0.68903,0.694737,0.76,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.692593,0.691282,0.692982,0.786111,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.692361,0.689607,0.690789,0.745833,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 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HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.691667,0.678732,0.684211,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.690972,0.690061,0.690789,0.723611,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.690741,0.689968,0.692982,0.737963,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.690278,0.680173,0.684211,0.744444,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.69,0.687123,0.689474,0.778889,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.689444,0.682977,0.689474,0.782778,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.688889,0.683333,0.684211,0.830556,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.688889,0.679735,0.684211,0.73125,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.688333,0.685592,0.689474,0.724444,5,"spatial_median_da"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.688333,0.685551,0.689474,0.751111,5,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.688333,0.685551,0.689474,0.751111,5,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.687963,0.682701,0.684211,0.761111,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6875,0.683918,0.684211,0.768056,2,"mnpo_tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.6875,0.683037,0.684211,0.725,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.687037,0.681624,0.684211,0.747222,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.686111,0.683075,0.684211,0.759259,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.686111,0.682162,0.684211,0.718519,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.685556,0.683312,0.689474,0.759444,5,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.685417,0.672094,0.677632,0.758333,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.685417,0.672094,0.677632,0.758333,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.684444,0.681424,0.684211,0.726944,5,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683889,0.681612,0.684211,0.718889,5,"dbda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683889,0.681612,0.684211,0.721111,5,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683889,0.681612,0.684211,0.718889,5,"dbda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.683889,0.682483,0.684211,0.737222,5,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.741667,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.741667,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.683333,0.680844,0.684211,0.733333,3,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.682778,0.679747,0.684211,0.747222,5,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.682407,0.682531,0.684211,0.72963,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.682222,0.678949,0.684211,0.751667,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.681481,0.679443,0.684211,0.713889,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.680556,0.679991,0.684211,0.747222,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.680556,0.662657,0.671053,0.697222,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.680556,0.669606,0.675439,0.726389,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.678889,0.676352,0.678947,0.721667,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.677778,0.676829,0.678947,0.766667,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.677778,0.676136,0.684211,0.708333,2,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.677778,0.676183,0.678947,0.742778,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.677778,0.677247,0.678947,0.727222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.677778,0.676136,0.684211,0.708333,2,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.676667,0.675398,0.678947,0.743333,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.675,0.672538,0.675439,0.753704,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.675,0.67163,0.673684,0.722778,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.675,0.669565,0.684211,0.827778,1,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.657995,0.664474,0.758333,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.65779,0.664474,0.761806,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.670952,0.671053,0.5,2,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.670952,0.671053,0.5,2,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.670952,0.671053,0.5,2,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.672222,0.670952,0.671053,0.5,2,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.671667,0.668045,0.668421,0.722778,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.670139,0.659461,0.664474,0.742014,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.670139,0.659461,0.664474,0.742014,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.669444,0.645862,0.657895,0.738889,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.669444,0.668888,0.671053,0.698611,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.668056,0.667821,0.671053,0.5,2,"mnpo_ensemble_dlda__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.667778,0.664673,0.668421,0.769444,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.667593,0.663671,0.666667,0.707407,3,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.667222,0.664881,0.668421,0.732778,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.666667,0.664895,0.668421,0.765,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.666667,0.651868,0.657895,0.75,1,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.665741,0.655717,0.662281,0.743519,6,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.665741,0.655717,0.662281,0.743519,6,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.665556,0.662418,0.668421,0.712778,5,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.665278,0.66414,0.664474,0.698611,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.665,0.652951,0.657895,0.732222,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.665,0.652951,0.657895,0.732222,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.664815,0.664111,0.666667,0.731481,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.664583,0.647759,0.657895,0.767361,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,1,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.662778,0.659413,0.663158,0.710556,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6625,0.653346,0.657895,0.729167,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.6625,0.654317,0.657895,0.684722,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.755556,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.7,1,"mnpo_svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.660556,0.650468,0.657895,0.740278,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.660417,0.659529,0.664474,0.754861,4,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.660417,0.641953,0.651316,0.748611,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.66,0.65549,0.657895,0.730278,5,"gqda"],["smk_can_187","SMK_CAN_187 (Smoking)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.66,0.65549,0.657895,0.730278,5,"gqda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.659722,0.65454,0.657895,0.738194,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.659444,0.655105,0.657895,0.737222,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.659259,0.655076,0.657895,0.728704,3,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.658333,0.656443,0.657895,0.767593,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.657778,0.656641,0.657895,0.729444,5,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.657407,0.641892,0.649123,0.72963,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.657407,0.655431,0.657895,0.721296,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.657407,0.641892,0.649123,0.72963,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.656944,0.654317,0.657895,0.713889,2,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.656481,0.640203,0.649123,0.715278,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655556,0.655749,0.657895,0.636111,1,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655556,0.651768,0.657895,0.740278,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655556,0.633767,0.644737,0.744444,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655556,0.65517,0.657895,0.726389,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655556,0.65517,0.657895,0.694444,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.655,0.649397,0.652632,0.677222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.690972,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.690972,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654861,0.647809,0.651316,0.693056,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654444,0.647163,0.652632,0.683333,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.654167,0.636035,0.644737,0.5,2,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.653704,0.643406,0.657895,0.692593,3,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.653333,0.645195,0.657895,0.728333,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.655556,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.652778,0.652172,0.657895,0.706944,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.622222,1,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.625,1,"mnpo_dbda"],["smk_can_187","SMK_CAN_187 (Smoking)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.622222,1,"mnpo_nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.5,1,"vote_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.65,0.646203,0.652632,0.714444,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.65,0.646953,0.649123,0.712037,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.65,0.648965,0.649123,0.725926,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.65,0.645024,0.647368,0.691111,5,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.649444,0.64524,0.647368,0.716667,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.648611,0.643499,0.644737,0.736111,2,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.648148,0.632421,0.640351,0.731481,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.647778,0.643215,0.647368,0.717778,5,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.647222,0.636252,0.640351,0.728704,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.647222,0.636252,0.640351,0.728704,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.645833,0.644107,0.644737,0.5,2,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.645556,0.64465,0.647368,0.737222,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.625591,0.636842,0.759444,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.611878,0.631579,0.722222,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,1,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.64375,0.631637,0.638158,0.702083,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.643056,0.642278,0.644737,0.715278,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.643056,0.637366,0.644737,0.698611,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.642593,0.61861,0.631579,0.768519,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.641667,0.622159,0.631579,0.5,1,"mnpo_ensemble_svm_rbf__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.641667,0.640821,0.644737,0.708333,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.640556,0.634094,0.636842,0.705278,5,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627029,0.631579,0.681944,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627029,0.631579,0.681944,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627029,0.631579,0.681944,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627029,0.631579,0.681944,2,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.62526,0.631579,0.722222,5,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.637223,0.644737,0.704167,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627451,0.631579,0.686111,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.637037,0.627509,0.631579,0.681481,3,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.675,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.675,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.630921,0.636842,0.689444,5,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.636111,0.627538,0.631579,0.679167,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.635,0.634583,0.636842,0.718333,5,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.634722,0.62673,0.631579,0.672222,2,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.634444,0.62423,0.631579,0.637778,5,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.634444,0.62423,0.631579,0.637778,5,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.711111,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.633333,0.628797,0.631579,0.677083,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,1,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.632639,0.61849,0.631579,0.722569,4,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.631944,0.628782,0.631579,0.701389,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.629167,0.604887,0.618421,0.719444,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.629167,0.628782,0.631579,0.709722,2,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.629167,0.628782,0.631579,0.709722,2,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.629167,0.628782,0.631579,0.709722,2,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.629167,0.628782,0.631579,0.709722,2,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.628889,0.623635,0.631579,0.683889,5,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.627778,0.619682,0.622807,0.697222,3,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627327,0.631579,0.688889,2,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627029,0.631579,0.711111,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.625926,0.620717,0.622807,0.745833,3,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,1,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,1,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,1,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.633333,1,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,1,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,1,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,1,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,1,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,1,"tune_first_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.609028,0.608737,0.611842,0.645833,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.602778,0.602787,0.605263,0.683333,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.647222,1,"tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.647222,1,"tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.636111,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.6,0.584274,0.605263,0.609722,2,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.6,0.5861,0.592105,0.651389,2,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.636111,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.597222,0.586586,0.592105,0.663889,2,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.594444,0.591329,0.592105,0.666667,2,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.588889,0.539444,0.573684,0.747222,5,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.579167,0.57556,0.578947,0.655556,2,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.577083,0.576945,0.578947,0.628472,4,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.633333,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,1,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,1,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,1,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.558333,0.549826,0.552632,0.697222,1,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.556944,0.493732,0.539474,0.718056,2,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","Affy HG-U133A",187,19993,0.555556,0.552322,0.552632,0.683333,1,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.544444,0.473846,0.526316,0.5,1,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.544444,0.473846,0.526316,0.5,1,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.538889,0.501453,0.526316,0.5,2,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.530556,0.525,0.526316,0.652778,1,"mnpo_svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,1,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,1,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,1,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,1,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,1,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.508333,0.491191,0.5,0.5,1,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.508333,0.491191,0.5,0.5,1,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","Affy HG-U133A",187,19993,0.486111,0.449275,0.473684,0.491667,1,"nb"],["srbct_khan","SRBCT (Khan)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"elastic_net_lr"],["srbct_khan","SRBCT (Khan)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"lr"],["srbct_khan","SRBCT (Khan)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,3,"dlda"],["srbct_khan","SRBCT (Khan)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"elastic_net_lr"],["srbct_khan","SRBCT (Khan)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"svm_linear"],["srbct_khan","SRBCT (Khan)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,4,"dlda"],["srbct_khan","SRBCT 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(Khan)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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(Khan)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["srbct_khan","SRBCT (Khan)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["srbct_khan","SRBCT (Khan)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"dlda"],["srbct_khan","SRBCT (Khan)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 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(Khan)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["srbct_khan","SRBCT (Khan)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,0.395862,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["srbct_khan","SRBCT (Khan)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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(Khan)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,2,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_svm_linear"],["srbct_khan","SRBCT (Khan)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,3,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,1,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.99,0.990598,0.988235,0.992727,5,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.99,0.990598,0.988235,0.992727,5,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.99,0.988889,0.988235,1.0,5,"tabm"],["srbct_khan","SRBCT (Khan)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.989583,0.988636,0.985294,1.0,4,"svm_linear"],["srbct_khan","SRBCT (Khan)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.988889,0.989554,0.986928,1.0,9,"dlda"],["srbct_khan","SRBCT (Khan)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9875,0.988248,0.985294,1.0,4,"dlda"],["srbct_khan","SRBCT (Khan)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,0.999038,5,"near_subspace"],["srbct_khan","SRBCT (Khan)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,1.0,5,"svm_linear"],["srbct_khan","SRBCT (Khan)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,0.999242,5,"svm_rbf"],["srbct_khan","SRBCT (Khan)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,1.0,5,"near_subspace"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,1.0,5,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9875,0.989011,0.988235,0.999242,5,"svm_rbf"],["srbct_khan","SRBCT (Khan)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9875,0.988283,0.986928,1.0,9,"dlda"],["srbct_khan","SRBCT (Khan)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.986111,0.984848,0.980392,1.0,3,"svm_linear"],["srbct_khan","SRBCT (Khan)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.98433,0.980392,1.0,3,"lr"],["srbct_khan","SRBCT (Khan)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"cpda"],["srbct_khan","SRBCT (Khan)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"dlda"],["srbct_khan","SRBCT (Khan)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"knn"],["srbct_khan","SRBCT (Khan)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"cpda"],["srbct_khan","SRBCT (Khan)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"dlda"],["srbct_khan","SRBCT (Khan)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"knn"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.983333,0.981667,0.976471,1.0,5,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.975,0.976496,0.970588,0.982008,2,"elastic_net_lr"],["srbct_khan","SRBCT (Khan)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.975,0.976496,0.970588,1.0,2,"svm_linear"],["srbct_khan","SRBCT (Khan)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.973333,0.972265,0.964706,1.0,5,"dbda"],["srbct_khan","SRBCT (Khan)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.973333,0.972265,0.964706,1.0,5,"nsc"],["srbct_khan","SRBCT (Khan)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.973333,0.972265,0.964706,0.998485,5,"dlda"],["srbct_khan","SRBCT (Khan)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.973333,0.972265,0.964706,1.0,5,"dbda"],["srbct_khan","SRBCT (Khan)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.973333,0.972265,0.964706,1.0,5,"nsc"],["srbct_khan","SRBCT (Khan)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"dlda"],["srbct_khan","SRBCT (Khan)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,0.974747,3,"svm_linear"],["srbct_khan","SRBCT (Khan)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"lr"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"lr"],["srbct_khan","SRBCT (Khan)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.972222,0.969444,0.960784,1.0,3,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.971875,0.971501,0.970588,1.0,4,"lr"],["srbct_khan","SRBCT (Khan)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.969167,0.969508,0.964706,0.998409,5,"dlda"],["srbct_khan","SRBCT (Khan)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.96875,0.970779,0.970588,1.0,2,"knn"],["srbct_khan","SRBCT (Khan)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.966667,0.968661,0.960784,1.0,3,"lr"],["srbct_khan","SRBCT (Khan)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.965,0.960043,0.952941,0.992424,5,"realmlp"],["srbct_khan","SRBCT (Khan)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.965,0.962164,0.952941,1.0,5,"tabm"],["srbct_khan","SRBCT (Khan)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.960833,0.959567,0.952941,0.986807,5,"gpc"],["srbct_khan","SRBCT (Khan)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.927273,0.941176,0.996212,1,"svm_linear"],["srbct_khan","SRBCT (Khan)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.949495,0.941176,0.996212,1,"lr"],["srbct_khan","SRBCT (Khan)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954545,0.941176,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.927273,0.941176,0.996212,1,"mnpo_svm_linear"],["srbct_khan","SRBCT (Khan)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"lr"],["srbct_khan","SRBCT (Khan)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"dlda"],["srbct_khan","SRBCT (Khan)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"lr"],["srbct_khan","SRBCT (Khan)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"dlda"],["srbct_khan","SRBCT (Khan)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.958333,0.954167,0.941176,1.0,2,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.955,0.949664,0.941176,0.998281,5,"gqda"],["srbct_khan","SRBCT (Khan)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.955,0.952762,0.941176,1.0,5,"spatial_median_da"],["srbct_khan","SRBCT (Khan)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.955,0.949664,0.941176,0.998281,5,"gqda"],["srbct_khan","SRBCT (Khan)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.954167,0.953768,0.941176,1.0,2,"svm_linear"],["srbct_khan","SRBCT (Khan)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,0.991667,1,"svm_linear"],["srbct_khan","SRBCT (Khan)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.944444,0.941176,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,1,"lr"],["srbct_khan","SRBCT (Khan)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,1,"svm_linear"],["srbct_khan","SRBCT (Khan)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.95,0.944444,0.941176,0.995192,1,"svm_linear"],["srbct_khan","SRBCT (Khan)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,2,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.944444,0.941176,1.0,1,"mnpo_cpda"],["srbct_khan","SRBCT (Khan)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,1,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,1,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9425,0.948995,0.952941,0.988712,5,"sglnn"],["srbct_khan","SRBCT (Khan)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9375,0.941558,0.941176,1.0,1,"dlda"],["srbct_khan","SRBCT (Khan)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9375,0.945055,0.941176,1.0,1,"lr"],["srbct_khan","SRBCT (Khan)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9375,0.929487,0.911765,0.381439,2,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["srbct_khan","SRBCT (Khan)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.933333,0.930662,0.911765,1.0,2,"dlda"],["srbct_khan","SRBCT (Khan)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9275,0.93022,0.929412,0.990676,5,"sglnn"],["srbct_khan","SRBCT (Khan)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9275,0.93022,0.929412,0.990676,5,"sglnn"],["srbct_khan","SRBCT (Khan)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.917708,0.917174,0.897059,0.991725,4,"copula_da"],["srbct_khan","SRBCT (Khan)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.9175,0.929032,0.941176,0.987803,5,"nb"],["srbct_khan","SRBCT (Khan)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.9175,0.929032,0.941176,0.987803,5,"nb"],["srbct_khan","SRBCT (Khan)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.904487,0.911765,0.99053,2,"svm_linear"],["srbct_khan","SRBCT (Khan)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"dlda"],["srbct_khan","SRBCT (Khan)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"lr"],["srbct_khan","SRBCT (Khan)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","P02_prefilter_union_off","P","V18 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(Khan)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"mnpo_nsc"],["srbct_khan","SRBCT (Khan)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"mnpo_nsc"],["srbct_khan","SRBCT (Khan)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,1,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_P01_bh_alpha_010_full64","P","V18 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(Khan)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","easy","genomics","cDNA",83,2308,0.875,0.858974,0.823529,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.875,0.847222,0.823529,1.0,1,"knn"],["srbct_khan","SRBCT (Khan)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.875,0.847222,0.823529,1.0,1,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","genomics","cDNA",83,2308,0.825,0.853175,0.882353,0.968939,1,"mnpo_nb"],["srbct_khan","SRBCT (Khan)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",171,5748,0.888889,0.884874,0.885714,0.965634,1,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.888889,0.885417,0.885714,0.97427,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.888889,0.884874,0.885714,0.965634,1,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.888889,0.886997,0.885714,0.962518,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel","medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.852778,0.853015,0.851429,0.959829,5,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.852431,0.852082,0.85,0.962718,4,"dlda"],["tox_171","TOX_171 (Scikit-feature)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.851562,0.851524,0.85,0.961383,4,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.850694,0.852088,0.85,0.974626,4,"dlda"],["tox_171","TOX_171 (Scikit-feature)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.847222,0.845443,0.842857,0.940438,2,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.847222,0.844669,0.842857,0.430889,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.847222,0.844669,0.842857,0.430889,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.847222,0.847397,0.842857,0.441818,2,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.847222,0.844669,0.842857,0.430889,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.847222,0.84097,0.842857,0.97062,2,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.845486,0.84232,0.842857,0.951033,2,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.845486,0.844296,0.842857,0.972178,2,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.845486,0.844296,0.842857,0.972178,2,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.845486,0.849217,0.842857,0.963497,2,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.844618,0.844383,0.842857,0.958356,4,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.84375,0.846249,0.842857,0.975071,2,"lr"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.842361,0.840349,0.84,0.965972,5,"lr"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.842361,0.840349,0.84,0.965972,5,"lr"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark 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(Scikit-feature)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.842014,0.842994,0.842857,0.961538,2,"dlda"],["tox_171","TOX_171 (Scikit-feature)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.842014,0.842994,0.842857,0.961538,2,"dlda"],["tox_171","TOX_171 (Scikit-feature)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.842014,0.842994,0.842857,0.961538,2,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.842014,0.84181,0.842857,0.964387,2,"lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 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panel","medium","genomics","cDNA",171,5748,0.841435,0.841737,0.838095,0.967058,3,"lr"],["tox_171","TOX_171 (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.840278,0.83908,0.838095,0.960292,3,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.83912,0.840553,0.838095,0.969076,3,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.83912,0.840553,0.838095,0.969076,3,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.83912,0.840553,0.838095,0.969076,3,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.83912,0.840553,0.838095,0.969076,3,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.83912,0.838002,0.838095,0.957918,3,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.838294,0.836451,0.836735,0.971421,7,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837963,0.841533,0.838095,0.431357,3,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837963,0.841533,0.838095,0.431357,3,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837963,0.841533,0.838095,0.431357,3,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.837674,0.839707,0.835714,0.969596,4,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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(Scikit-feature)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.805556,0.805515,0.8,0.950231,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.805556,0.8,0.8,0.938034,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.805556,0.804954,0.8,0.924145,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.805556,0.804954,0.8,0.943376,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(Scikit-feature)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.802778,0.803294,0.8,0.947436,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.802083,0.798115,0.8,0.949074,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,1,"lr"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.802083,0.801815,0.8,0.944845,2,"lr"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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(Scikit-feature)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.796528,0.797289,0.794286,0.953543,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.796528,0.797543,0.794286,0.961022,5,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.796296,0.784872,0.790476,0.953585,3,"lr"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.795833,0.797288,0.794286,0.952742,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.795833,0.796535,0.794286,0.946243,5,"lr"],["tox_171","TOX_171 (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.795139,0.793778,0.8,0.941595,1,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.795139,0.798115,0.8,0.960826,1,"mnpo_svm_linear"],["tox_171","TOX_171 (Scikit-feature)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.792824,0.793508,0.790476,0.939014,3,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Scikit-feature)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.784722,0.781573,0.782857,0.946688,5,"tabm"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.784722,0.78266,0.782857,0.942076,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.784722,0.781573,0.782857,0.946688,5,"tabm"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.784028,0.783664,0.782857,0.953009,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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panel","medium","genomics","cDNA",171,5748,0.78125,0.78529,0.780952,0.946136,3,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.779167,0.778607,0.777143,0.951692,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.777778,0.775,0.771429,0.929487,1,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.777778,0.775542,0.771429,0.938034,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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subset","medium","genomics","cDNA",171,5748,0.777778,0.771242,0.771429,0.939103,1,"mnpo_near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.777778,0.775542,0.771429,0.917646,1,"lr"],["tox_171","TOX_171 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.777778,0.771242,0.771429,0.939103,1,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.777778,0.772222,0.771429,0.407942,1,"tune_first_ensemble_lr__svm_linear__dlda"],["tox_171","TOX_171 (Scikit-feature)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel","medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,1,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,1,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.774306,0.772446,0.771429,0.941684,1,"mnpo_tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.774306,0.772446,0.771429,0.941684,1,"mnpo_tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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panel","medium","genomics","cDNA",171,5748,0.771991,0.772051,0.771429,0.94394,3,"dlda"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.771528,0.77163,0.771429,0.847445,5,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.770833,0.770536,0.771429,0.926727,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.770833,0.775694,0.771429,0.958244,1,"lr"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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subset","medium","genomics","cDNA",171,5748,0.762153,0.752134,0.757143,0.925436,2,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.762153,0.752134,0.757143,0.925436,2,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.761806,0.761095,0.76,0.944943,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.760417,0.764522,0.757143,0.958289,2,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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(Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.75,0.751103,0.742857,0.936877,1,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.75,0.740972,0.742857,0.403668,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.75,0.740972,0.742857,0.403668,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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(Scikit-feature)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,1,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.74375,0.739873,0.742857,0.94432,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.74375,0.739873,0.742857,0.94432,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.74375,0.739873,0.742857,0.94432,5,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.71875,0.716418,0.72,0.917575,5,"nb"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.718056,0.718704,0.72,0.91323,5,"nsc"],["tox_171","TOX_171 (Scikit-feature)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",171,5748,0.715278,0.718775,0.714286,0.91542,1,"lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","medium","genomics","cDNA",171,5748,0.713194,0.710155,0.714286,0.914779,5,"nsc"],["tox_171","TOX_171 (Scikit-feature)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 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HG-U133A",174,12533,0.969697,0.963636,0.971429,0.999053,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.969697,0.963636,0.971429,1.0,1,"mnpo_ensemble_lr__elastic_net_lr__knn"],["tumor11_su","11-Tumor (Su)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.968182,0.968434,0.971429,1.0,2,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.966667,0.950466,0.942857,0.995417,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy 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panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy 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subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"dlda"],["tumor11_su","11-Tumor (Su)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.991908,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.95689,0.957143,0.989323,2,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.951171,0.942857,0.996591,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.951171,0.942857,0.996591,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.951171,0.942857,0.996591,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.951171,0.942857,0.996591,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.959091,0.951171,0.942857,0.996591,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,0.995868,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,0.975379,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"dlda"],["tumor11_su","11-Tumor (Su)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.9873,2,"lr"],["tumor11_su","11-Tumor (Su)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.95099,0.957143,0.99746,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.9873,2,"lr"],["tumor11_su","11-Tumor (Su)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.953824,0.957143,0.992166,2,"dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.982197,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.982197,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.982197,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.95303,0.949062,0.957143,0.982197,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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HG-U133A",174,12533,0.947879,0.94702,0.96,0.998054,5,"dlda"],["tumor11_su","11-Tumor (Su)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999223,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.935406,0.942857,0.99594,2,"lr"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.945455,0.946789,0.957143,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.943939,0.939141,0.942857,0.999697,2,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.943939,0.939538,0.942857,0.99892,2,"lr"],["tumor11_su","11-Tumor (Su)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.943434,0.940439,0.952381,0.997644,6,"lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.941414,0.933489,0.933333,0.996604,3,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.941414,0.933489,0.933333,0.996604,3,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.941414,0.933489,0.933333,0.996604,3,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.941414,0.933489,0.933333,0.996604,3,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.941414,0.933489,0.933333,0.996604,3,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.941212,0.939372,0.96,0.999603,5,"dlda"],["tumor11_su","11-Tumor (Su)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.94,0.936833,0.937143,0.99559,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.94,0.93785,0.942857,0.994472,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.94,0.93785,0.942857,0.994472,5,"shrinkage_lda"],["tumor11_su","11-Tumor (Su)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.94,0.93785,0.942857,0.994472,5,"dlda"],["tumor11_su","11-Tumor (Su)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939546,0.957143,0.995739,4,"dlda"],["tumor11_su","11-Tumor (Su)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["tumor11_su","11-Tumor (Su)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["tumor11_su","11-Tumor (Su)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.938788,0.935504,0.954286,0.997693,5,"dlda"],["tumor11_su","11-Tumor (Su)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.938384,0.938985,0.952381,0.999082,3,"lr"],["tumor11_su","11-Tumor (Su)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.937879,0.933261,0.942857,0.998106,4,"dlda"],["tumor11_su","11-Tumor (Su)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.937121,0.932359,0.935714,0.990934,4,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.914141,0.942857,0.980716,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.930788,0.928571,0.998788,2,"lr"],["tumor11_su","11-Tumor (Su)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.930788,0.928571,0.998788,2,"lr"],["tumor11_su","11-Tumor (Su)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.933622,0.942857,0.998106,1,"dlda"],["tumor11_su","11-Tumor (Su)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.933622,0.942857,1.0,1,"dlda"],["tumor11_su","11-Tumor (Su)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.928427,0.942857,0.987603,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.987423,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.979339,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.919769,0.957143,0.998838,2,"svm_linear"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,1,"dlda"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.922544,0.914286,0.9975,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,1,"dlda"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.936364,0.924019,0.914286,0.980535,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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panel","hard","genomics","Affy HG-U133A",174,12533,0.932727,0.931392,0.96,0.998158,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.930303,0.930504,0.954286,0.996899,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.930303,0.932785,0.954286,0.99554,5,"dlda"],["tumor11_su","11-Tumor (Su)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.928788,0.922367,0.928571,0.995739,2,"dlda"],["tumor11_su","11-Tumor (Su)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.928283,0.925454,0.933333,0.991334,3,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.927273,0.927509,0.954286,0.999138,5,"dlda"],["tumor11_su","11-Tumor (Su)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.926263,0.913287,0.92381,0.996604,3,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.912948,0.942857,1.0,1,"lr"],["tumor11_su","11-Tumor (Su)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.920346,0.942857,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.928788,0.942857,0.965823,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.926407,0.942857,0.993543,1,"lr"],["tumor11_su","11-Tumor (Su)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.930264,0.942857,0.981825,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.934986,0.942857,0.992672,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.90303,0.942857,1.0,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.928099,0.942857,1.0,1,"knn"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.924242,0.920346,0.942857,0.991219,1,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.92303,0.916888,0.937143,0.998433,5,"dlda"],["tumor11_su","11-Tumor (Su)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.922727,0.916486,0.957143,0.999527,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.922727,0.913889,0.957143,0.999697,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.922727,0.925302,0.928571,0.975852,2,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["tumor11_su","11-Tumor (Su)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.908819,0.914286,0.965883,2,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.918543,0.92381,0.991621,3,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.918543,0.92381,0.991621,3,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.918543,0.92381,0.991621,3,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.918543,0.92381,0.991621,3,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.918543,0.92381,0.991621,3,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.921212,0.909673,0.954286,0.999449,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.920606,0.919213,0.948571,0.998396,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.91634,0.954286,0.997882,5,"dlda"],["tumor11_su","11-Tumor (Su)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,1,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.917576,0.912033,0.948571,0.996505,5,"dlda"],["tumor11_su","11-Tumor (Su)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.916667,0.912948,0.957143,0.999311,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.916667,0.912948,0.957143,0.999311,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.916667,0.912948,0.957143,0.999311,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.915152,0.910712,0.942857,0.995247,5,"dlda"],["tumor11_su","11-Tumor (Su)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy 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HG-U133A",174,12533,0.912121,0.900233,0.9,0.994905,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.912121,0.900233,0.9,0.994905,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.912121,0.900233,0.9,0.994905,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.912121,0.900233,0.9,0.994905,2,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.909091,0.890909,0.971429,0.954545,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.911111,0.914286,0.999394,1,"lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.907993,0.942857,0.99814,5,"dlda"],["tumor11_su","11-Tumor (Su)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.889466,0.914286,0.996987,2,"lr"],["tumor11_su","11-Tumor (Su)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.900505,0.914286,0.998623,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.885452,0.9,0.994167,4,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.907648,0.914286,0.985279,1,"lr"],["tumor11_su","11-Tumor (Su)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.964394,1,"tune_first_ensemble_elastic_net_lr__lr__vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.964394,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.964394,1,"tune_first_ensemble_elastic_net_lr__lr__vote_ensemble"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.905455,0.898362,0.931429,0.996676,5,"dlda"],["tumor11_su","11-Tumor (Su)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.904242,0.886585,0.914286,0.994519,5,"lr"],["tumor11_su","11-Tumor (Su)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.904242,0.897779,0.925714,0.98549,5,"rp_ensemble"],["tumor11_su","11-Tumor (Su)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.902424,0.898542,0.902857,0.984823,5,"rp_ensemble"],["tumor11_su","11-Tumor (Su)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.902424,0.898542,0.902857,0.984823,5,"rp_ensemble"],["tumor11_su","11-Tumor (Su)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.902424,0.898625,0.937143,0.996088,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.902424,0.905836,0.925714,0.993094,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.901818,0.90093,0.931429,0.995041,5,"dlda"],["tumor11_su","11-Tumor (Su)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.901515,0.898859,0.942857,0.999311,2,"dlda"],["tumor11_su","11-Tumor (Su)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.901515,0.901515,0.942857,0.99505,2,"dlda"],["tumor11_su","11-Tumor (Su)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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(Su)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.895152,0.892041,0.931429,0.996262,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.894545,0.890093,0.914286,0.991904,5,"lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.893939,0.897525,0.942857,0.994781,5,"dlda"],["tumor11_su","11-Tumor (Su)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.893939,0.900826,0.914286,0.97964,1,"knn"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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(Su)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 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(Su)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.885859,0.879133,0.895238,0.983074,3,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.884848,0.879142,0.902857,0.97441,5,"svm_linear"],["tumor11_su","11-Tumor (Su)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.884848,0.871525,0.9,0.991466,4,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.88303,0.873114,0.925714,0.99552,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.882424,0.87419,0.914286,0.994437,5,"nsc"],["tumor11_su","11-Tumor (Su)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.881818,0.879603,0.914286,0.993485,3,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.881212,0.879357,0.931429,0.995522,5,"dlda"],["tumor11_su","11-Tumor (Su)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.878788,0.839355,0.914286,0.935985,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy 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(Su)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.871515,0.868909,0.925714,0.995503,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.871515,0.866227,0.92,0.995884,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.871515,0.862906,0.914286,0.995005,5,"dlda"],["tumor11_su","11-Tumor (Su)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.871212,0.845022,0.914286,0.998106,2,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy 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(Su)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.863636,0.856804,0.897143,0.955898,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.863636,0.856804,0.897143,0.955898,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.863636,0.856804,0.897143,0.955898,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.862424,0.856598,0.902857,0.985892,5,"dlda"],["tumor11_su","11-Tumor (Su)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.84329,0.885714,0.992562,3,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.869986,0.885714,0.947435,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.875397,0.885714,0.949198,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.867605,0.885714,0.979683,1,"dlda"],["tumor11_su","11-Tumor (Su)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.867605,0.885714,0.979683,1,"dlda"],["tumor11_su","11-Tumor (Su)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.857576,0.914286,0.997576,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.860606,0.867605,0.885714,0.995351,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.859394,0.85691,0.908571,0.990595,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy 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(Su)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.854545,0.844517,0.9,0.992758,2,"dbda"],["tumor11_su","11-Tumor (Su)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.85303,0.848918,0.885714,0.991515,2,"dlda"],["tumor11_su","11-Tumor (Su)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.852121,0.838215,0.88,0.984585,5,"svm_linear"],["tumor11_su","11-Tumor (Su)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.850505,0.847763,0.885714,0.987226,3,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.850303,0.845395,0.908571,0.993178,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.850303,0.843895,0.902857,0.993533,5,"dlda"],["tumor11_su","11-Tumor (Su)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.848485,0.842385,0.914286,1.0,1,"dlda"],["tumor11_su","11-Tumor (Su)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.848485,0.839827,0.914286,0.994318,1,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.847879,0.843698,0.914286,0.994362,5,"dlda"],["tumor11_su","11-Tumor (Su)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.841847,0.857143,0.991047,1,"dlda"],["tumor11_su","11-Tumor (Su)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832973,0.914286,0.981577,1,"lr"],["tumor11_su","11-Tumor (Su)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.841414,0.857143,0.99053,1,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.835786,0.857143,0.982008,1,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.832751,0.885714,0.966309,5,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.845455,0.836849,0.885714,0.983251,2,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.844242,0.831694,0.902857,0.991422,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.844242,0.836087,0.902857,0.988101,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.843636,0.837227,0.891429,0.990048,5,"dlda"],["tumor11_su","11-Tumor (Su)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.841414,0.825783,0.87619,0.994658,3,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.841212,0.832335,0.885714,0.987715,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.840606,0.835787,0.902857,0.989157,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.840606,0.825851,0.902857,0.990885,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.838182,0.828676,0.902857,0.993401,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.83697,0.826125,0.897143,0.984287,5,"knn"],["tumor11_su","11-Tumor (Su)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.83697,0.826125,0.897143,0.984287,5,"knn"],["tumor11_su","11-Tumor (Su)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.835606,0.825512,0.878571,0.991106,4,"lr"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.835152,0.822919,0.891429,0.993864,5,"dlda"],["tumor11_su","11-Tumor (Su)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.828099,0.914286,0.993974,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.828099,0.914286,0.993974,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.828099,0.914286,0.993027,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.829614,0.914286,0.975852,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.829614,0.914286,0.97921,1,"knn"],["tumor11_su","11-Tumor (Su)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.833333,0.828099,0.914286,0.993974,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.832727,0.82186,0.897143,0.98774,5,"dlda"],["tumor11_su","11-Tumor (Su)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.831818,0.814627,0.885714,0.995566,2,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.830909,0.829608,0.885714,0.992211,5,"dlda"],["tumor11_su","11-Tumor (Su)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.830303,0.807323,0.871429,0.99505,2,"lr"],["tumor11_su","11-Tumor (Su)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.830303,0.821717,0.871429,0.987216,2,"dlda"],["tumor11_su","11-Tumor (Su)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.830303,0.804618,0.871429,0.994051,2,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.830303,0.804618,0.871429,0.994051,2,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.829966,0.819837,0.879365,0.988594,9,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.829697,0.824663,0.902857,0.98909,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.826061,0.818141,0.891429,0.993501,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.82303,0.82048,0.885714,0.982984,5,"dlda"],["tumor11_su","11-Tumor (Su)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.818182,0.818969,0.914286,0.976059,1,"dlda"],["tumor11_su","11-Tumor (Su)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.818182,0.818969,0.914286,0.976059,1,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.817576,0.810618,0.88,0.988616,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.816364,0.814469,0.88,0.989837,5,"dlda"],["tumor11_su","11-Tumor (Su)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.800272,0.857143,0.987624,5,"nb"],["tumor11_su","11-Tumor (Su)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.806999,0.885714,0.972796,1,"lr"],["tumor11_su","11-Tumor (Su)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.800182,0.868571,0.985584,5,"dlda"],["tumor11_su","11-Tumor (Su)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.800361,0.885714,0.994747,2,"dlda"],["tumor11_su","11-Tumor (Su)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.806021,0.885714,0.931507,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.808081,0.885714,0.994921,1,"lr"],["tumor11_su","11-Tumor (Su)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.812121,0.885714,0.998182,1,"svm_linear"],["tumor11_su","11-Tumor (Su)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.800272,0.857143,0.987624,5,"nb"],["tumor11_su","11-Tumor (Su)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.815152,0.808081,0.885714,0.98579,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.813333,0.80447,0.874286,0.988546,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.810909,0.805863,0.891429,0.985018,5,"dlda"],["tumor11_su","11-Tumor (Su)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.810909,0.805863,0.891429,0.985018,5,"dlda"],["tumor11_su","11-Tumor (Su)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.810606,0.803247,0.871429,0.994878,2,"lr"],["tumor11_su","11-Tumor (Su)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.79697,0.885714,0.984676,1,"lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.79697,0.885714,0.944129,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.80303,0.885714,0.993371,1,"dlda"],["tumor11_su","11-Tumor (Su)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.80303,0.885714,0.993371,1,"dlda"],["tumor11_su","11-Tumor (Su)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.80303,0.885714,0.992424,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.80303,0.885714,0.992424,1,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,1,"dlda"],["tumor11_su","11-Tumor (Su)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy 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Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.983471,1,"lr"],["tumor11_su","11-Tumor (Su)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,1,"lr"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","Affy 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(Su)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.787879,0.775043,0.851429,0.971284,5,"dlda"],["tumor11_su","11-Tumor (Su)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.777778,0.857143,0.978817,1,"lr"],["tumor11_su","11-Tumor (Su)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.777778,0.857143,0.901117,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,1,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,1,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,1,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,1,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,1,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle 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panel","hard","genomics","Affy HG-U133A",174,12533,0.767273,0.748881,0.851429,0.979181,5,"dlda"],["tumor11_su","11-Tumor (Su)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"lr"],["tumor11_su","11-Tumor (Su)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"lr"],["tumor11_su","11-Tumor (Su)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"lr"],["tumor11_su","11-Tumor (Su)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy 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HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,1,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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(Su)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.739394,0.723665,0.828571,0.985925,1,"dlda"],["tumor11_su","11-Tumor (Su)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","Affy HG-U133A",174,12533,0.731818,0.700413,0.785714,0.980959,2,"dlda"],["tumor11_su","11-Tumor (Su)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.709091,0.692929,0.8,0.874301,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.709091,0.692929,0.8,0.874301,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.709091,0.692929,0.8,0.859623,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","Affy HG-U133A",174,12533,0.709091,0.692929,0.8,0.859623,1,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark 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(OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.493056,0.43254,0.518519,0.711869,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4875,0.431071,0.516667,0.70875,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.486111,0.431812,0.481481,0.706692,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.486111,0.442824,0.5,0.707639,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.479167,0.437698,0.5,0.702841,3,"mnpo_svm_linear"],["tumor9_openml","9-Tumors (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.465278,0.421296,0.490741,0.696212,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.465278,0.404233,0.462963,0.695076,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3875,0.444444,0.678977,3,"lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3625,0.416667,0.678409,1,"pls_da_classifier"],["tumor9_openml","9-Tumors (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3875,0.444444,0.678977,3,"lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3625,0.416667,0.678409,1,"pls_da_classifier"],["tumor9_openml","9-Tumors (OpenML)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3875,0.444444,0.678977,3,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3625,0.416667,0.678409,1,"pls_da_classifier"],["tumor9_openml","9-Tumors (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3875,0.444444,0.678977,3,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.3625,0.416667,0.678409,1,"pls_da_classifier"],["tumor9_openml","9-Tumors (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4375,0.386667,0.45,0.679432,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.430556,0.390212,0.453704,0.676389,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.425,0.372143,0.45,0.673182,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.423611,0.355093,0.435185,0.671275,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4125,0.37881,0.433333,0.665,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.409722,0.368981,0.435185,0.664836,9,"lr"],["tumor9_openml","9-Tumors (OpenML)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4,0.354167,0.383333,0.659545,5,"dlda"],["tumor9_openml","9-Tumors (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.4,0.340833,0.383333,0.660341,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3875,0.354167,0.4,0.653977,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.342262,0.416667,0.644318,1,"mnpo_svm_linear"],["tumor9_openml","9-Tumors (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.395833,0.416667,0.646023,1,"mnpo_near_subspace"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.375,0.348214,0.416667,0.661648,1,"mnpo_ensemble_elastic_net_lr__dlda__svm_linear"],["tumor9_openml","9-Tumors (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3625,0.3275,0.383333,0.637727,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.3125,0.333333,0.607386,1,"mnpo_elastic_net_lr"],["tumor9_openml","9-Tumors (OpenML)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.609091,2,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.291667,0.333333,0.613068,1,"mnpo_elastic_net_lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.245833,0.333333,0.609091,1,"mnpo_lr"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.266667,0.333333,0.618466,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.266667,0.333333,0.618466,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.2875,0.416667,0.662216,1,"mnpo_ensemble_dlda__svm_linear__lr"],["tumor9_openml","9-Tumors (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3125,0.266667,0.333333,0.618466,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tumor9_openml","9-Tumors (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.3,0.272619,0.333333,0.604659,5,"lr"],["tumor9_openml","9-Tumors (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.25,0.208333,0.25,0.570455,1,"mnpo_gqda"],["tumor9_openml","9-Tumors (OpenML)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.1875,0.135714,0.25,0.538068,1,"sglnn"],["tumor9_openml","9-Tumors (OpenML)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.1875,0.135714,0.25,0.538068,1,"sglnn"],["tumor9_openml","9-Tumors (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.1875,0.135714,0.25,0.538068,1,"sglnn"],["tumor9_openml","9-Tumors (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",60,5726,0.1875,0.135714,0.25,0.538068,1,"sglnn"],["warp_pie10p","warpPIE10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,1.0,1.0,1.0,1.0,1,"vote_ensemble"],["warp_pie10p","warpPIE10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.991892,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.999342,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.988355,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.988355,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.988355,1,"mnpo_ensemble_dlda__elastic_net_lr__knn"],["warp_pie10p","warpPIE10P (Face)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.998684,1,"lr"],["warp_pie10p","warpPIE10P (Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.998684,1,"lr"],["warp_pie10p","warpPIE10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,1,"lr"],["warp_pie10p","warpPIE10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,1,"lr"],["warp_pie10p","warpPIE10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.9875,1,"vote_ensemble"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.986184,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.986184,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.986184,1,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.966,0.965887,0.966667,0.999605,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.965,0.963492,0.964286,0.999013,2,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.965,0.963492,0.964286,0.999013,2,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.961667,0.960529,0.960317,0.999781,3,"lr"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.96,0.957778,0.952381,0.979459,1,"vote_ensemble"],["warp_pie10p","warpPIE10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.955,0.954401,0.952381,0.998378,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.955,0.954401,0.952381,0.99,1,"vote_ensemble"],["warp_pie10p","warpPIE10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.955,0.954603,0.952381,0.996522,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.955,0.954401,0.952381,0.990693,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.955,0.954401,0.952381,0.9775,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9525,0.950992,0.952381,0.999013,2,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.951667,0.950529,0.952381,0.998684,3,"mnpo_lr"],["warp_pie10p","warpPIE10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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(Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"mnpo_lr"],["warp_pie10p","warpPIE10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.95,0.949405,0.952381,0.998355,2,"mnpo_lr"],["warp_pie10p","warpPIE10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 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benchmark panel","easy","non_genomic","cDNA",210,2420,0.9425,0.942002,0.940476,0.996887,2,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.94,0.94127,0.940476,0.996675,2,"lr"],["warp_pie10p","warpPIE10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9375,0.935659,0.936508,0.998653,6,"dlda"],["warp_pie10p","warpPIE10P (Face)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9375,0.938727,0.940476,0.998355,2,"lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998491,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927466,0.928571,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998279,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998279,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998279,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.926984,0.928571,0.998684,1,"nb"],["warp_pie10p","warpPIE10P (Face)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998279,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998114,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.93,0.927031,0.928571,0.998443,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark 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RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922821,0.92381,0.998383,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998491,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998491,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.922387,0.92381,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark 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(Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.92381,0.928571,0.998684,1,"lr"],["warp_pie10p","warpPIE10P (Face)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.924206,0.928571,0.998026,1,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.92583,0.928571,0.997368,1,"lr"],["warp_pie10p","warpPIE10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.92329,0.928571,0.997368,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.924206,0.928571,0.998684,1,"mnpo_elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.924206,0.928571,0.959539,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.925,0.924206,0.928571,0.959539,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["warp_pie10p","warpPIE10P (Face)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.924,0.922639,0.92381,0.99836,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.924,0.922639,0.92381,0.99836,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.92375,0.920682,0.922619,0.998443,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.92375,0.920682,0.922619,0.998443,4,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.922,0.91745,0.919048,0.9946,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.921,0.917942,0.919048,0.998755,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.921,0.917942,0.919048,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.921,0.917942,0.919048,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.921,0.917942,0.919048,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.92,0.917307,0.919048,0.998623,5,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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panel","easy","non_genomic","cDNA",210,2420,0.915,0.911174,0.912698,0.997924,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.915,0.911174,0.912698,0.997705,3,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.913333,0.910115,0.912698,0.998105,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.913333,0.910115,0.912698,0.998324,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.913333,0.910115,0.912698,0.998105,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.913333,0.910115,0.912698,0.998105,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.913333,0.910115,0.912698,0.998105,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.91,0.909603,0.904762,0.997603,1,"knn"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.904206,0.904762,0.980121,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.996711,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.903608,0.904762,0.995395,1,"svm_linear"],["warp_pie10p","warpPIE10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,1,"mnpo_cpda"],["warp_pie10p","warpPIE10P (Face)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.905,0.90165,0.904762,0.997885,3,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9025,0.90004,0.904762,0.992151,2,"elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9,0.901032,0.904762,0.998684,1,"lr"],["warp_pie10p","warpPIE10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9,0.903052,0.904762,0.998026,1,"lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9,0.901429,0.904762,0.972157,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.9,0.901429,0.904762,0.972157,1,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.898333,0.891306,0.896825,0.969469,3,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.885,0.882179,0.880952,0.992034,1,"lr"],["warp_pie10p","warpPIE10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.885,0.885823,0.880952,0.971567,1,"vote_ensemble"],["warp_pie10p","warpPIE10P (Face)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"mnpo_dlda"],["warp_pie10p","warpPIE10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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panel","easy","non_genomic","cDNA",210,2420,0.8825,0.877872,0.880952,0.997486,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.8825,0.876349,0.880952,0.993115,2,"dlda"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.855,0.852063,0.857143,0.995395,1,"nb"],["warp_pie10p","warpPIE10P (Face)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.855,0.852258,0.857143,0.991447,1,"nb"],["warp_pie10p","warpPIE10P (Face)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995089,1,"dlda"],["warp_pie10p","warpPIE10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.805,0.793492,0.809524,0.997368,1,"mnpo_dbda"],["warp_pie10p","warpPIE10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","easy","non_genomic","cDNA",210,2420,0.805,0.793492,0.809524,0.997368,1,"mnpo_dbda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.945513,0.952279,0.96875,0.99162,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.945513,0.952279,0.96875,0.99162,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.945513,0.952279,0.96875,0.99162,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.927653,0.910186,0.911458,0.990805,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.927122,0.914588,0.916667,0.991686,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.924447,0.903582,0.911458,0.98907,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.917131,0.903564,0.903646,0.989551,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.91649,0.911242,0.90625,0.990999,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.916335,0.911834,0.921875,0.98903,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.916114,0.902003,0.90625,0.981636,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.915981,0.901899,0.901042,0.989617,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.915097,0.897758,0.895833,0.988131,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.914567,0.908512,0.901042,0.991019,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.914191,0.896405,0.901042,0.968531,1,"tune_first_ensemble_dlda__elastic_net_lr__nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.914036,0.912135,0.927083,0.990384,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.912681,0.911487,0.911458,0.991819,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.912522,0.904179,0.908854,0.990015,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.911632,0.907605,0.914062,0.990271,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.911362,0.895231,0.901042,0.991122,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.910135,0.900029,0.90625,0.989456,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.909969,0.888358,0.890625,0.988333,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.909969,0.888358,0.890625,0.988333,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.909969,0.887071,0.901042,0.982476,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.909652,0.899744,0.902778,0.989924,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.909538,0.902776,0.908854,0.992194,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.909394,0.909945,0.916667,0.988623,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90896,0.902222,0.909722,0.989171,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.908245,0.907864,0.902778,0.989541,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.908201,0.886421,0.901042,0.982333,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.907177,0.898572,0.899306,0.98995,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.90714,0.901125,0.901042,0.986506,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.906874,0.900467,0.903646,0.988203,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.906874,0.900467,0.903646,0.988203,2,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.906874,0.900467,0.903646,0.988203,2,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.906874,0.900467,0.903646,0.988203,2,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.906173,0.896799,0.90625,0.989761,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.905858,0.894376,0.895833,0.99337,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.905537,0.893386,0.895833,0.985618,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.905272,0.900631,0.898438,0.960707,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.905272,0.900631,0.898438,0.960707,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.905032,0.898449,0.904514,0.988384,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.904962,0.894705,0.894531,0.988036,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.904576,0.905406,0.898438,0.988898,2,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.904432,0.904176,0.902344,0.988644,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.90431,0.880301,0.890625,0.981435,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.903059,0.891311,0.89375,0.988599,5,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.902807,0.890792,0.898438,0.988049,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.902215,0.894634,0.89375,0.988016,5,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.902133,0.896974,0.894531,0.988063,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.902133,0.896974,0.894531,0.988041,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.902133,0.896974,0.894531,0.988041,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.902133,0.896974,0.894531,0.988041,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901886,0.899625,0.902778,0.988722,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901761,0.892036,0.892361,0.988353,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.90121,0.891382,0.890625,0.98752,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.901105,0.892449,0.901042,0.987205,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987436,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900766,0.893418,0.890625,0.987389,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900641,0.893898,0.894097,0.988137,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900641,0.893898,0.894097,0.988137,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900531,0.897982,0.904514,0.989808,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900144,0.88961,0.893229,0.986599,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 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subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.900125,0.890967,0.895833,0.987749,3,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer 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panel","hard","genomics","cDNA",956,20530,0.897812,0.894252,0.897569,0.984966,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.897745,0.902419,0.916667,0.991976,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.897576,0.879871,0.887153,0.986992,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.897458,0.890687,0.895833,0.98866,6,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.897441,0.894601,0.894531,0.988835,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.897414,0.895487,0.885417,0.986417,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.897187,0.882978,0.891927,0.98978,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.897126,0.894234,0.898438,0.987104,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 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Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.895564,0.8786,0.883681,0.986513,3,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.895526,0.889798,0.898958,0.988404,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.894916,0.90485,0.911458,0.960223,2,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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subset","hard","genomics","cDNA",956,20530,0.894607,0.907324,0.913542,0.991022,5,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.894584,0.888536,0.89375,0.988294,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.894584,0.877463,0.875,0.988785,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.894209,0.8754,0.875,0.986044,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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subset","hard","genomics","cDNA",956,20530,0.89202,0.885961,0.888021,0.988528,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.891902,0.889156,0.897569,0.989292,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.891711,0.894019,0.90625,0.987695,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.891379,0.866403,0.880208,0.987974,2,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.891276,0.884018,0.892361,0.988848,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.891214,0.87833,0.880208,0.987366,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.891169,0.886985,0.891927,0.988359,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.890849,0.891889,0.890625,0.987837,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.890444,0.898352,0.909722,0.959238,3,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.890097,0.879983,0.895833,0.987681,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889987,0.876557,0.885417,0.989222,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.889906,0.885167,0.894097,0.987811,3,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.889695,0.889045,0.890625,0.983297,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889578,0.886373,0.886719,0.986164,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889567,0.886586,0.885417,0.985846,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889545,0.899346,0.908854,0.988854,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.8895,0.89363,0.902778,0.957975,3,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.8895,0.89363,0.902778,0.957975,3,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889456,0.886514,0.890625,0.989969,1,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.889397,0.901288,0.911458,0.989984,3,"tabpfn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88931,0.886855,0.889583,0.983202,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.88923,0.884586,0.884115,0.986498,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.88923,0.884586,0.884115,0.986498,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889092,0.895507,0.90625,0.958904,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889092,0.895507,0.90625,0.958904,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.889092,0.895507,0.90625,0.958904,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,1,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,1,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,1,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,1,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888528,0.8825,0.884375,0.986322,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888528,0.8825,0.884375,0.986317,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888528,0.8825,0.884375,0.986317,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888454,0.884742,0.885417,0.984771,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888425,0.881755,0.881944,0.986388,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888355,0.881513,0.89375,0.987476,5,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88828,0.85741,0.858333,0.98037,5,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88828,0.85741,0.858333,0.98037,5,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.88828,0.85741,0.858333,0.98037,5,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888248,0.879255,0.890625,0.988641,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.888207,0.882863,0.895833,0.960403,2,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.887785,0.851984,0.85625,0.980957,5,"dbda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.887588,0.887924,0.888021,0.986323,2,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.887586,0.900113,0.909375,0.991073,5,"tabpfn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.887489,0.873347,0.885417,0.976467,1,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,1,"mnpo_nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,1,"mnpo_nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,1,"mnpo_nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.887179,0.88289,0.887153,0.98815,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.886682,0.883536,0.888021,0.989727,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.886605,0.834723,0.838542,0.975271,1,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.886596,0.886154,0.886458,0.975665,5,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88529,0.886151,0.888021,0.987834,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.885283,0.876452,0.884375,0.987037,5,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.885274,0.849283,0.855208,0.980559,5,"dbda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884832,0.880319,0.885417,0.985002,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884814,0.893739,0.890625,0.988336,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884626,0.883675,0.891927,0.988045,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.88458,0.888183,0.897917,0.983214,5,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884571,0.874999,0.888021,0.987281,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884381,0.878077,0.879167,0.964122,5,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884164,0.849967,0.85625,0.979615,5,"gqda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.884164,0.849967,0.85625,0.979615,5,"gqda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.883591,0.898389,0.909722,0.983637,3,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.883422,0.86345,0.880208,0.984929,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.883422,0.88907,0.880208,0.984071,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.883168,0.884555,0.890625,0.988161,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882882,0.8503,0.85625,0.981054,5,"spatial_median_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882725,0.874294,0.877604,0.985052,4,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882593,0.88367,0.888021,0.986311,2,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882498,0.884882,0.89375,0.983811,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882392,0.888031,0.901042,0.982929,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882237,0.881908,0.8875,0.982811,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882195,0.881002,0.890625,0.987021,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882193,0.872963,0.882292,0.982657,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882191,0.876722,0.878472,0.984426,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882153,0.844548,0.848958,0.979343,5,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.882153,0.844548,0.848958,0.979343,5,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882113,0.885939,0.894792,0.984935,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.882038,0.88374,0.892708,0.984667,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.881905,0.886898,0.888542,0.981398,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.881841,0.868008,0.880208,0.985436,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.881046,0.878247,0.882812,0.986509,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880933,0.881081,0.882292,0.982717,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880694,0.890972,0.901042,0.983312,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.880592,0.884669,0.890625,0.964262,1,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880433,0.883401,0.890625,0.982359,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880349,0.870667,0.882812,0.985619,2,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.880217,0.887978,0.880208,0.983047,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.88015,0.879906,0.885417,0.987215,4,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880112,0.877173,0.889323,0.988476,4,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880111,0.876567,0.886458,0.987276,5,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.880013,0.877899,0.880208,0.983394,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.879779,0.877547,0.882292,0.982673,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.879609,0.894578,0.898438,0.957303,2,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.879178,0.883711,0.890625,0.988641,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.879014,0.884461,0.898958,0.984056,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.878957,0.874844,0.882292,0.982947,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.87878,0.898784,0.901042,0.990702,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.878625,0.876471,0.883333,0.98402,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.878501,0.883313,0.892708,0.980026,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.878448,0.872086,0.869792,0.987336,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.878245,0.884342,0.891667,0.981096,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.877975,0.88112,0.8875,0.98157,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.877763,0.875224,0.883681,0.984434,3,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.877763,0.883896,0.887153,0.985961,3,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.877555,0.87845,0.88125,0.985296,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.877555,0.87845,0.88125,0.985296,5,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.87737,0.88432,0.892708,0.98319,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.87691,0.884905,0.89375,0.984696,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.876786,0.895812,0.90625,0.990306,5,"catboost"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.876569,0.864257,0.84375,0.980194,1,"mnpo_rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.876569,0.864257,0.84375,0.980194,1,"mnpo_rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.875186,0.875656,0.882292,0.982316,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.874934,0.892061,0.901042,0.988382,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.874863,0.876713,0.879167,0.981402,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.874576,0.876244,0.883333,0.982903,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.874099,0.872362,0.876736,0.981392,9,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.873926,0.874654,0.882292,0.982992,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.873798,0.874084,0.879167,0.981865,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.873647,0.842177,0.844792,0.978541,5,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.873647,0.842177,0.844792,0.978541,5,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.87355,0.875641,0.878125,0.982607,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.873541,0.885495,0.890625,0.939759,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.873541,0.885495,0.890625,0.939759,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.873541,0.885495,0.890625,0.939759,1,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.872856,0.874354,0.880208,0.982428,5,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.872856,0.874354,0.880208,0.982428,5,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.872732,0.878649,0.892708,0.983579,5,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.872034,0.877366,0.88125,0.981602,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871905,0.865023,0.869792,0.98225,2,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871592,0.88632,0.895833,0.988301,5,"rf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871397,0.851177,0.869792,0.986033,1,"mnpo_rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871397,0.851177,0.869792,0.986033,1,"mnpo_rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,1,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871161,0.882533,0.888889,0.985652,3,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871021,0.87606,0.890625,0.983198,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.871021,0.875989,0.890625,0.983402,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.87069,0.878808,0.889583,0.982648,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.870398,0.871695,0.877083,0.980651,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.870186,0.872537,0.877083,0.979564,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.870124,0.878625,0.889583,0.982615,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869854,0.873495,0.879167,0.983527,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869363,0.851256,0.861979,0.983068,2,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869363,0.851256,0.861979,0.983068,2,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869363,0.851256,0.861979,0.983068,2,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869363,0.851256,0.861979,0.983068,2,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.869058,0.878653,0.895833,0.98718,5,"lgbm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.868466,0.878098,0.884375,0.978213,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.868192,0.876773,0.890625,0.98287,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.867825,0.869801,0.880208,0.980714,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.867569,0.875916,0.88125,0.981536,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.867131,0.894537,0.911458,0.991494,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.86702,0.866933,0.872917,0.980157,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866921,0.878025,0.890625,0.985238,2,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866921,0.878025,0.890625,0.985238,2,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866826,0.882263,0.896875,0.988577,5,"extra_tree"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866618,0.874887,0.884375,0.980631,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866596,0.869244,0.883333,0.983208,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.866039,0.869172,0.873958,0.979617,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865774,0.870418,0.876042,0.982026,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865774,0.870418,0.876042,0.982026,5,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.865694,0.891316,0.890625,0.988142,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.865694,0.891316,0.890625,0.988142,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.865694,0.891316,0.890625,0.987738,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865451,0.871854,0.872917,0.979393,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865407,0.86009,0.859375,0.969621,1,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865385,0.878593,0.897917,0.98881,5,"xgb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.865363,0.873354,0.859375,0.979263,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.865164,0.870072,0.875,0.98022,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.864456,0.86649,0.875,0.983109,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.863731,0.866369,0.876042,0.980867,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.863581,0.871401,0.876042,0.980907,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.863439,0.866145,0.864583,0.981167,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862706,0.864367,0.877083,0.981455,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862653,0.871742,0.878125,0.981143,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862626,0.865965,0.888542,0.988113,5,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.862626,0.865965,0.888542,0.988113,5,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862427,0.865827,0.875,0.981947,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862268,0.869978,0.877083,0.981948,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.862025,0.871395,0.878125,0.978334,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.861994,0.872743,0.88125,0.980972,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.861596,0.86828,0.876042,0.980929,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.861538,0.863837,0.865625,0.978271,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.861167,0.862966,0.86875,0.971335,5,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.860796,0.861548,0.872917,0.981169,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.86061,0.87268,0.875,0.985959,1,"mnpo_tabpfn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.859832,0.867042,0.873958,0.9812,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.859461,0.86605,0.871875,0.978723,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858798,0.858401,0.875,0.982791,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858687,0.862219,0.869792,0.983155,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,1,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,1,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,1,"mnpo_tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,1,"mnpo_tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,1,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.857887,0.863343,0.872917,0.980687,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.857263,0.856775,0.866667,0.978152,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.85725,0.87323,0.880208,0.983108,1,"mnpo_tabpfn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.857149,0.858554,0.869792,0.975365,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.85714,0.867017,0.873958,0.981095,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856958,0.86143,0.870833,0.982212,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856938,0.859062,0.866319,0.980629,9,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856919,0.850539,0.848958,0.978974,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856826,0.860782,0.866667,0.978725,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856534,0.867621,0.88125,0.981219,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.856256,0.862454,0.875,0.980696,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.855376,0.861004,0.869792,0.978446,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.855327,0.849276,0.875,0.985863,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.855327,0.849276,0.875,0.985863,1,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.855106,0.846535,0.869792,0.977611,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.852277,0.846497,0.869792,0.978667,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.850729,0.862007,0.866667,0.979569,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.850504,0.857794,0.867708,0.9794,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.850066,0.8562,0.869792,0.977763,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.848294,0.857457,0.867708,0.978797,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.848011,0.857168,0.880208,0.987162,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.847608,0.854891,0.865625,0.97781,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.847608,0.854891,0.865625,0.97781,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.847608,0.854891,0.865625,0.97781,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.847535,0.82047,0.838542,0.969075,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.846892,0.846809,0.859375,0.974551,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,1,"mnpo_ensemble_dlda__lr__svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,1,"tune_first_ensemble_dlda__svm_rbf__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,1,"mnpo_ensemble_dlda__lr__svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.846379,0.853919,0.864583,0.97928,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.846379,0.853919,0.864583,0.97928,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.846379,0.853919,0.864583,0.97928,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.843236,0.809459,0.822917,0.962769,1,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.842927,0.83438,0.848958,0.980605,2,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.842241,0.858676,0.861979,0.984199,2,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.841954,0.864155,0.877604,0.979025,2,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.840959,0.853086,0.869792,0.976136,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.8395,0.862132,0.876042,0.980057,5,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.839191,0.855688,0.859375,0.962288,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.839191,0.855688,0.859375,0.962288,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,1,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.837268,0.856873,0.854167,0.979242,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.836892,0.852519,0.854167,0.962297,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.835698,0.820943,0.838542,0.965039,1,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.834925,0.851125,0.880208,0.982045,1,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.830195,0.827125,0.84375,0.977828,3,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.818674,0.834117,0.855208,0.88715,5,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.818674,0.834117,0.855208,0.88715,5,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.813705,0.821654,0.838542,0.979269,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.807626,0.817142,0.826042,0.963746,5,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.806322,0.826399,0.840278,0.958214,3,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.805371,0.818644,0.833333,0.966954,1,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.804509,0.804079,0.817708,0.960009,1,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.79733,0.803723,0.844792,0.974605,5,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.789527,0.776323,0.767708,0.948063,5,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.788983,0.789929,0.832292,0.971085,5,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.788983,0.789929,0.832292,0.971085,5,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.785334,0.776215,0.768229,0.948347,4,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.771388,0.731691,0.739583,0.938875,5,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.766857,0.808048,0.821875,0.954317,5,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.763015,0.716589,0.736458,0.935009,5,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",956,20530,0.667294,0.649966,0.785417,0.960826,5,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",956,20530,0.667294,0.649966,0.785417,0.960803,5,"realmlp"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.804825,0.726431,0.846154,0.837719,1,"rp_ensemble"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 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panel","hard","genomics","cDNA",323,20530,0.804825,0.726431,0.846154,0.837719,1,"mnpo_rp_ensemble"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.804825,0.726431,0.846154,0.837719,1,"rp_ensemble"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.794956,0.811594,0.923077,0.842105,1,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.794956,0.811594,0.923077,0.848684,1,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.75614,0.731988,0.873846,0.825877,5,"lr"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.735965,0.637117,0.763077,0.769956,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.734284,0.629283,0.753846,0.779118,9,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.734211,0.631464,0.76,0.746711,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.732456,0.759852,0.907692,0.833333,2,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.728947,0.626913,0.750769,0.773904,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.728947,0.626913,0.750769,0.773904,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.727193,0.62159,0.747692,0.782018,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.725439,0.618282,0.744615,0.762719,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.72437,0.615941,0.740385,0.778646,8,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.723684,0.736232,0.892308,0.848684,1,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.722862,0.639205,0.773077,0.753838,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.722149,0.714736,0.870769,0.842982,5,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.72193,0.615967,0.738462,0.75614,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.72193,0.614424,0.738462,0.778289,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.718985,0.621079,0.749451,0.748434,7,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.71875,0.616377,0.742308,0.771656,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.71875,0.616377,0.742308,0.771656,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.71875,0.616377,0.742308,0.771656,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.71875,0.616377,0.742308,0.771656,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.718421,0.609619,0.732308,0.75,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.716667,0.60552,0.729231,0.755044,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.716374,0.625095,0.753846,0.756335,9,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.714912,0.714912,0.876923,0.83114,1,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.712939,0.613634,0.741538,0.761623,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.709868,0.688606,0.849231,0.805702,5,"lr"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.708607,0.617436,0.748077,0.747122,8,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.707675,0.605938,0.732308,0.737061,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.704557,0.612724,0.74359,0.762427,9,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.703399,0.593434,0.715385,0.754386,4,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.700439,0.606151,0.738462,0.754605,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.699123,0.583958,0.698462,0.743202,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.699123,0.583958,0.698462,0.743202,5,"nb"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 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TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.618421,0.555915,0.707692,0.700658,1,"mnpo_dbda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.61801,0.61636,0.836538,0.781798,8,"lr"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.616776,0.626086,0.846154,0.627193,2,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Xena, histological 2-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.57182,0.59116,0.861538,0.572368,2,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.563596,0.560125,0.8,0.769737,1,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",323,20530,0.509868,0.511183,0.8,0.754386,2,"dlda"],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,1,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,1,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.767235,0.756574,0.763636,0.890735,5,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,1,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.763258,0.765476,0.757576,0.899585,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.763068,0.752762,0.757576,0.89137,5,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.763068,0.752762,0.757576,0.89137,5,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.762074,0.748219,0.75,0.897768,4,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.762074,0.748219,0.75,0.897768,4,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.758996,0.741573,0.742424,0.889462,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.756818,0.74694,0.751515,0.891163,5,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.755997,0.751969,0.767677,0.890326,3,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.755997,0.751969,0.767677,0.890326,3,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.754735,0.762187,0.757576,0.885249,1,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.754735,0.754925,0.757576,0.895759,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.754735,0.754925,0.757576,0.895759,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.754735,0.751334,0.757576,0.883559,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.75303,0.745194,0.751515,0.889651,5,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.73125,0.727273,0.880273,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.752841,0.730044,0.727273,0.856077,1,"tune_first_ensemble_elastic_net_lr__dlda__svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.749527,0.746348,0.757576,0.870118,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.746212,0.749382,0.772727,0.883695,2,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.746212,0.749382,0.772727,0.883695,2,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.746212,0.75247,0.757576,0.892015,1,"gqda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.746023,0.737741,0.745455,0.887181,5,"gqda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.746023,0.737741,0.745455,0.887181,5,"gqda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.744318,0.734584,0.742424,0.882533,2,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.743687,0.733256,0.737374,0.88399,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.740057,0.737568,0.742424,0.899272,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.737689,0.741071,0.757576,0.890403,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.739286,0.757576,0.885479,1,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.85938,1,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.85938,1,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.85269,1,"mnpo_dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.857836,1,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_knn__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.74375,0.757576,0.8448,1,"mnpo_ensemble_knn__nb__svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,1,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.734138,0.717691,0.719697,0.880421,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.733902,0.728872,0.733333,0.880995,5,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.733902,0.73076,0.727273,0.879388,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.73327,0.727397,0.727273,0.901995,3,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.732639,0.721105,0.727273,0.871565,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.732639,0.721105,0.727273,0.871565,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.732639,0.721105,0.727273,0.871565,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.732576,0.727776,0.739394,0.881257,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.732008,0.73539,0.727273,0.872813,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.732008,0.736695,0.727273,0.86581,1,"mnpo_ensemble_knn__dlda__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.730114,0.706739,0.69697,0.88178,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.730114,0.701032,0.69697,0.890707,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.730114,0.729016,0.742424,0.884573,4,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.727652,0.724421,0.733333,0.871937,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.727588,0.718503,0.727273,0.878837,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.727273,0.718015,0.719697,0.873048,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.727273,0.739583,0.757576,0.842856,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.727273,0.739583,0.757576,0.847116,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.726326,0.711536,0.717172,0.890083,3,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.723864,0.720033,0.733333,0.874628,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.723169,0.712049,0.707071,0.884039,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.721591,0.712185,0.712121,0.882977,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.721591,0.712888,0.712121,0.866546,2,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.721117,0.73125,0.742424,0.874224,2,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.721117,0.73125,0.742424,0.874224,2,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.719318,0.711221,0.727273,0.872077,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_pls_da_classifier","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.71875,0.725775,0.733333,0.812944,5,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.717803,0.71088,0.717172,0.872647,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.717614,0.717154,0.721212,0.869156,5,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.717172,0.716172,0.717172,0.882268,3,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.717172,0.716172,0.717172,0.882268,3,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.717172,0.716172,0.717172,0.882268,3,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.715909,0.700322,0.704545,0.852259,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.715909,0.700322,0.704545,0.852259,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.715909,0.711399,0.727273,0.889114,2,"gqda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.717962,0.727273,0.883928,3,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_knn__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_elastic_net_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"tune_first_ensemble_knn__dlda__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,1,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.714962,0.717361,0.727273,0.889726,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713826,0.714874,0.727273,0.878143,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713826,0.714874,0.727273,0.878143,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713447,0.711046,0.721212,0.874942,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_bc_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_catboost","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_elastic_net_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_extra_tree","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_gpc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_knn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_lgbm","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_lr","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_rf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_vote_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_xgb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.709127,0.715152,0.877456,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.711742,0.707456,0.727273,0.875337,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.711742,0.715382,0.721212,0.871238,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.711742,0.715382,0.721212,0.871238,5,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.710985,0.706198,0.715152,0.884615,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.710606,0.713997,0.715152,0.873929,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.709659,0.709545,0.721212,0.880084,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.70928,0.702213,0.69697,0.887851,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.70928,0.702213,0.69697,0.887851,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.70928,0.702213,0.69697,0.887851,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.70928,0.702213,0.69697,0.887851,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.708333,0.712207,0.727273,0.806736,5,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.70786,0.709606,0.712121,0.87428,2,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.706913,0.692457,0.69697,0.844922,2,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.706913,0.692457,0.69697,0.844922,2,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.706439,0.704257,0.709091,0.878242,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.706439,0.712135,0.727273,0.890096,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.706439,0.69984,0.709091,0.876452,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.705966,0.694609,0.69697,0.884873,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.705492,0.708141,0.715152,0.874896,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.705114,0.70193,0.715152,0.875446,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.704356,0.697373,0.709091,0.903768,5,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.704356,0.697373,0.709091,0.903768,5,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.70303,0.704038,0.709091,0.869322,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.702652,0.689157,0.69697,0.883176,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.702652,0.698395,0.69697,0.847278,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,1,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.701515,0.694958,0.70303,0.864766,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.701389,0.691967,0.69697,0.882383,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700994,0.698225,0.704545,0.867919,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700994,0.698225,0.704545,0.867919,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.700758,0.690845,0.69697,0.87184,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.699574,0.691274,0.69697,0.860344,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.699337,0.710771,0.727273,0.876157,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.698864,0.67039,0.676768,0.859878,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.698864,0.672619,0.666667,0.859164,1,"tune_first_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.698485,0.698255,0.70303,0.864028,5,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.69839,0.702516,0.712121,0.891684,2,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.698106,0.692747,0.70303,0.867655,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.697159,0.700104,0.709091,0.870952,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.696496,0.682561,0.69697,0.887016,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.696023,0.694315,0.70303,0.872873,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.696023,0.68302,0.686869,0.861493,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695833,0.697527,0.709091,0.890938,5,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.695076,0.685488,0.689394,0.871582,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.695076,0.697674,0.709091,0.87874,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.694602,0.684645,0.681818,0.871793,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.694508,0.688372,0.690909,0.877485,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.693939,0.687326,0.69697,0.876742,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.693182,0.690876,0.69697,0.883814,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.692235,0.690704,0.69697,0.89553,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.692235,0.690704,0.69697,0.89553,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.692235,0.690704,0.69697,0.89553,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.692235,0.690704,0.69697,0.89553,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.691856,0.688675,0.69697,0.880174,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.691477,0.689939,0.69697,0.867414,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.69072,0.678254,0.684848,0.858543,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.689773,0.683479,0.70303,0.864578,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.689773,0.689087,0.69697,0.855637,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68971,0.68961,0.686869,0.862386,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.689394,0.687128,0.707071,0.864796,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.689394,0.687128,0.707071,0.864796,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68892,0.690472,0.712121,0.837142,2,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.688763,0.687494,0.69697,0.87125,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.688447,0.668311,0.666667,0.871269,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.688447,0.668311,0.666667,0.876575,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.688447,0.66291,0.666667,0.859444,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,1,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,1,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,1,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.687973,0.695666,0.712121,0.877457,2,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.687973,0.695666,0.712121,0.877457,2,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.687973,0.680244,0.704545,0.870566,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68608,0.692997,0.69697,0.883936,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.685985,0.683296,0.69697,0.875475,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.684848,0.677943,0.684848,0.861455,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68447,0.679996,0.684848,0.85517,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68447,0.679996,0.684848,0.85517,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68447,0.679996,0.684848,0.85517,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68447,0.679996,0.684848,0.85517,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.68447,0.679996,0.684848,0.85517,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.684091,0.672487,0.678788,0.857163,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.683902,0.679444,0.690909,0.879187,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.683712,0.689904,0.69697,0.845085,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,1,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,1,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,1,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.807062,1,"tune_first_ensemble_elastic_net_lr__svm_linear__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,1,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.807062,1,"tune_first_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,1,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.683712,0.6875,0.69697,0.887226,1,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.683144,0.684014,0.690909,0.874376,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.682008,0.671297,0.678788,0.861002,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.683293,0.69697,0.877202,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.681439,0.680168,0.690909,0.859445,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.680871,0.666447,0.681818,0.87385,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.680871,0.681437,0.681818,0.887391,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.679924,0.666667,0.666667,0.799595,1,"mnpo_ensemble_knn__elastic_net_lr__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.679735,0.673765,0.690909,0.876166,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.679214,0.681288,0.689394,0.862508,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.678346,0.676453,0.686869,0.870153,3,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.677794,0.672017,0.681818,0.848164,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.677557,0.678111,0.69697,0.879178,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.676728,0.669013,0.685606,0.861197,8,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.676728,0.669013,0.685606,0.861197,8,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,1,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C04_pool_mnpo_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.674716,0.672693,0.666667,0.86275,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.674716,0.672693,0.666667,0.86275,2,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.674479,0.671085,0.681818,0.861169,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.674479,0.670002,0.681818,0.861614,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.89678,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D11_df_simple_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.89678,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.89678,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.675694,0.69697,0.871194,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.677254,0.69697,0.863453,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.679167,0.69697,0.876258,1,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.679167,0.69697,0.876258,1,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.679167,0.69697,0.876258,1,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.89678,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.673059,0.672501,0.674242,0.863713,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.671717,0.662313,0.666667,0.87246,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.671402,0.667208,0.69697,0.835548,1,"tune_first_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.671402,0.667208,0.69697,0.835548,1,"tune_first_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.67077,0.66522,0.676768,0.860935,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.670644,0.670879,0.672727,0.863276,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.670644,0.670879,0.672727,0.863276,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.669508,0.656343,0.666667,0.837368,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.669508,0.664762,0.666667,0.884598,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.668797,0.669571,0.681818,0.844693,4,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.668797,0.663374,0.674242,0.873665,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.667614,0.670317,0.678788,0.873324,5,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.667298,0.667001,0.686869,0.877559,3,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.66714,0.677272,0.681818,0.84795,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.666856,0.672171,0.672727,0.872997,5,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.666477,0.660814,0.672727,0.866466,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.66572,0.646119,0.636364,0.859511,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.665152,0.666596,0.678788,0.867463,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.665088,0.660824,0.676768,0.867403,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,1,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.663447,0.65694,0.672727,0.857287,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.663285,0.654983,0.670996,0.84788,7,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.663116,0.663977,0.666667,0.85078,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.662405,0.635533,0.636364,0.865428,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.661616,0.65826,0.670034,0.861974,9,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.660985,0.665909,0.666667,0.886383,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.660985,0.651758,0.678788,0.863843,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.660227,0.659423,0.660606,0.867137,5,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.660038,0.651677,0.666667,0.881537,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.658902,0.659401,0.672727,0.870904,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.658523,0.655775,0.666667,0.85257,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.65696,0.647575,0.659091,0.867026,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.656439,0.649595,0.666667,0.879077,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.655303,0.648341,0.660606,0.851053,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.655303,0.651518,0.660606,0.864019,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650947,0.652723,0.666667,0.868789,5,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C01_pool_legacy_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C05_conformal_off","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C06_conformal_split","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C07_conformal_aps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C08_conformal_raps","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C09_conformal_cross","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.655515,0.666667,0.869345,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.655515,0.666667,0.865736,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.655515,0.666667,0.879268,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.650568,0.663451,0.666667,0.832117,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.649937,0.653706,0.656566,0.868325,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.649621,0.654807,0.666667,0.885167,2,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.648674,0.633964,0.636364,0.861026,1,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.647491,0.649797,0.659091,0.869899,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.647096,0.652549,0.666667,0.862326,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.647096,0.652549,0.666667,0.862326,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.64697,0.637626,0.648485,0.857432,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.64678,0.640256,0.672727,0.865544,5,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.643939,0.628571,0.69697,0.881846,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.642045,0.646723,0.666667,0.844557,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.642045,0.646404,0.666667,0.844001,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.642045,0.636342,0.642424,0.858675,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.64173,0.641649,0.659933,0.866453,9,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.641335,0.638385,0.643939,0.871896,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.640152,0.640152,0.666667,0.888196,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.640152,0.643185,0.666667,0.872279,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.639962,0.629374,0.648485,0.856056,5,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.639015,0.629277,0.648485,0.846658,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.637311,0.640643,0.648485,0.858509,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.636837,0.633458,0.636364,0.863768,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.63589,0.64653,0.651515,0.842203,2,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.63589,0.630036,0.651515,0.848708,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.635417,0.631151,0.630303,0.845864,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.635227,0.627539,0.648485,0.849851,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.63447,0.610948,0.606061,0.838847,1,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.633838,0.636395,0.656566,0.845062,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.633523,0.648246,0.666667,0.806893,1,"tune_first_ensemble_knn__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.631629,0.625557,0.666667,0.80282,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.630871,0.622894,0.624242,0.849901,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.629735,0.62897,0.643098,0.864025,9,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,1,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.627273,0.617179,0.642424,0.853652,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.626894,0.620002,0.621212,0.829663,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.626894,0.6262,0.656566,0.866339,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.626578,0.615442,0.616162,0.884176,3,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_sglnn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.625473,0.62375,0.659091,0.854923,4,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.625473,0.62375,0.659091,0.854923,4,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.625237,0.615333,0.628788,0.83441,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.624432,0.615556,0.636364,0.846576,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.623106,0.620449,0.636364,0.861341,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.62197,0.621295,0.630303,0.850973,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.62197,0.621295,0.630303,0.850973,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.620265,0.625065,0.636364,0.843976,2,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.619318,0.623913,0.636364,0.849386,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.619318,0.62668,0.636364,0.881258,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.619318,0.624278,0.636364,0.871118,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.618182,0.617286,0.630303,0.850167,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.617424,0.609946,0.624242,0.839823,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.617424,0.609946,0.624242,0.839823,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.617424,0.609946,0.624242,0.839823,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.617424,0.609946,0.624242,0.839823,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.617424,0.609946,0.624242,0.839823,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.616098,0.610776,0.630303,0.841918,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.614205,0.600684,0.606061,0.856504,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.613447,0.612451,0.642424,0.850903,5,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_realmlp","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.613258,0.58781,0.660606,0.852914,5,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.613258,0.58781,0.660606,0.853164,5,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.613163,0.610703,0.636364,0.873573,2,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.61048,0.611932,0.616162,0.840456,3,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.608902,0.619841,0.636364,0.827921,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.608902,0.619841,0.636364,0.827921,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.608902,0.607224,0.636364,0.866895,2,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.605682,0.60044,0.618182,0.828111,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.60464,0.607128,0.636364,0.880932,2,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.60393,0.605152,0.606061,0.841576,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.602036,0.597913,0.636364,0.879103,4,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.601136,0.585704,0.612121,0.850759,5,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.598958,0.591542,0.590909,0.845016,2,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.594223,0.601093,0.621212,0.833978,2,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.588068,0.583941,0.606061,0.834528,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.58125,0.571189,0.587879,0.796748,5,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.578788,0.579732,0.581818,0.821931,5,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.567235,0.533539,0.575758,0.817699,5,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.558712,0.546404,0.606061,0.801916,1,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.554924,0.562373,0.575758,0.869703,1,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.546402,0.55496,0.575758,0.825902,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.544508,0.530235,0.575758,0.784109,1,"mnpo_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.525568,0.471292,0.575758,0.816555,1,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","C_ONLY_rff_lr","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.513258,0.513647,0.530303,0.764721,2,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.513258,0.51348,0.545455,0.786544,1,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",164,20530,0.504735,0.50098,0.545455,0.822281,1,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.498343,0.498898,0.507576,0.743411,4,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset","hard","genomics","cDNA",164,20530,0.351326,0.353611,0.363636,0.558375,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.979167,0.983513,0.985507,0.994444,3,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.9625,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.991667,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.979167,2,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.96875,0.975269,0.978261,0.945833,2,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,1,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,0.991667,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,0.983333,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,0.966667,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,0.983333,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,0.966667,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,1,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.958333,0.967025,0.971014,0.955556,3,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.958333,0.967025,0.971014,0.947222,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.952083,0.951942,0.956522,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.952083,0.951942,0.956522,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.952083,0.951942,0.956522,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.952083,0.951942,0.956522,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.952083,0.951942,0.956522,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.947222,0.951568,0.956522,0.958333,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.947222,0.951568,0.956522,0.975,3,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.947222,0.951568,0.956522,0.975,3,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.904167,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.904167,1,"mnpo_knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.93,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.915,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.946667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.941667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.93,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.928333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949787,0.956522,0.941667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.929167,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.922917,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9625,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.916667,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.925,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,1,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9625,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.916667,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.916667,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.975,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.908333,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.952083,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,1,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"mnpo_knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.949286,0.956522,0.919444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,1,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,1,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,1,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,2,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,2,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,2,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,1,"mnpo_ensemble_nb__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,2,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.933333,0.90873,0.913043,0.954167,1,"gpc"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.933333,0.90873,0.913043,0.954167,1,"gpc"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.933333,0.90873,0.913043,0.954167,1,"gpc"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.933333,0.90873,0.913043,0.954167,1,"gpc"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.938333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.94,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.945,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.928333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.941667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.936667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.921667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940645,0.947826,0.933333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.94,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.923333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.92,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.930833,0.940513,0.947826,0.94,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.929167,0.938006,0.945652,0.958333,4,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.929167,0.938006,0.945652,0.93125,4,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.94,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.93,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.953333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.94,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.928333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.938333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.925,0.939144,0.947826,0.933333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.951667,5,"tabpfn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931687,0.93913,0.923333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.965,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.95,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931687,0.93913,0.93,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931371,0.93913,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931989,0.93913,0.936667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.926667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.924167,0.931238,0.93913,0.946667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.921875,0.937234,0.945652,0.897917,4,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.925806,0.934783,0.904167,2,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.925,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.945833,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.925334,0.934783,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.925334,0.934783,0.970833,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.920833,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.95,2,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.95,2,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.95,2,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.920833,0.927352,0.934783,0.95,2,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.918333,0.929869,0.93913,0.951667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.918333,0.929869,0.93913,0.936667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.918333,0.929869,0.93913,0.95,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.918333,0.930002,0.93913,0.928333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.918333,0.929869,0.93913,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9175,0.922357,0.930435,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9175,0.922357,0.930435,0.935,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.894444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.869444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.869444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.869444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.869444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.913889,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.911111,3,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.916667,0.932799,0.942029,0.869444,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9125,0.9285,0.93913,0.945,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9125,0.9285,0.93913,0.931667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.9125,0.9285,0.93913,0.921667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.911667,0.920728,0.930435,0.946667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.911667,0.921346,0.930435,0.943333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90625,0.92393,0.934783,0.86875,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90625,0.92393,0.934783,0.88125,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90625,0.92393,0.934783,0.88125,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90625,0.92393,0.934783,0.883333,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90625,0.92393,0.934783,0.86875,2,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905833,0.919359,0.930435,0.946667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905833,0.918237,0.930435,0.933333,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905833,0.919359,0.930435,0.941667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905833,0.919226,0.930435,0.911667,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905833,0.919226,0.930435,0.93,5,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905556,0.917342,0.927536,0.908333,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.905093,0.911282,0.922705,0.906481,9,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.90463,0.907781,0.917874,0.906481,9,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.933333,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.879167,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.966667,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.879167,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.908333,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,1,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.941667,1,"mnpo_cpda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.9,1,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.9,1,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.9,1,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.889583,0.896254,0.913043,0.870833,2,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.889583,0.900744,0.913043,0.9,2,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.889583,0.901075,0.913043,0.8875,2,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.889583,0.900744,0.913043,0.875,2,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.885417,0.863622,0.869565,0.979167,2,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.925,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.895344,0.913043,0.89,5,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.925,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.895673,0.913043,0.886111,3,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.975,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.85,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.85,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,1,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,1,"mnpo_ensemble_svm_linear__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,1,"mnpo_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.85,1,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.783333,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.825,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.816667,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.816667,1,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.783333,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.8375,0.81746,0.826087,0.908333,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.825,0.827342,0.847826,0.8375,2,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.825,0.827342,0.847826,0.8375,2,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.8125,0.839161,0.869565,0.733333,1,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.783333,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.783333,1,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.825,1,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.775,1,"mnpo_nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.456013,0.469397,0.54918,0.642285,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.456013,0.469397,0.54918,0.642285,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.456013,0.469397,0.54918,0.642285,1,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.445016,0.448518,0.532787,0.673781,1,"mnpo_ensemble_svm_linear__dlda__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.43518,0.444049,0.532787,0.692338,1,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.406427,0.396291,0.442623,0.641153,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,1,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.403097,0.390648,0.418033,0.637543,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.403097,0.390648,0.418033,0.637543,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.402512,0.392474,0.447541,0.653235,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.397397,0.395221,0.483607,0.624643,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.397397,0.395221,0.483607,0.624643,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.397397,0.395221,0.483607,0.624643,1,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.395228,0.39537,0.508197,0.668351,1,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.395228,0.39537,0.508197,0.668351,1,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.395117,0.392709,0.513115,0.660008,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.392141,0.380941,0.447541,0.637467,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.391112,0.39076,0.513115,0.649843,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.389165,0.38545,0.504918,0.658257,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.388479,0.388787,0.514754,0.679823,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.386619,0.378118,0.42623,0.629868,3,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.386619,0.378118,0.42623,0.629868,3,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.385728,0.386639,0.497268,0.69465,3,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.385321,0.382604,0.516393,0.664568,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.384799,0.372639,0.45082,0.664605,4,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.384799,0.372639,0.45082,0.664605,4,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.384799,0.372639,0.45082,0.664605,4,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.384231,0.3557,0.460656,0.644309,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.384019,0.38823,0.52459,0.687765,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.383737,0.374652,0.432787,0.633119,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.383737,0.374652,0.432787,0.633119,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.383737,0.374652,0.432787,0.633119,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.383737,0.374652,0.432787,0.633119,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.382718,0.360098,0.455738,0.642801,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378894,0.35697,0.45082,0.633193,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378864,0.379822,0.503279,0.657352,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378541,0.378841,0.498361,0.657295,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378541,0.378841,0.498361,0.657295,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.37843,0.378422,0.508197,0.663971,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378319,0.378394,0.518033,0.666064,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.378107,0.371908,0.439344,0.621595,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.377381,0.349044,0.439344,0.641136,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.374357,0.358973,0.453893,0.641992,8,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.374223,0.354528,0.445902,0.628069,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373921,0.37448,0.506557,0.670644,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373921,0.37448,0.506557,0.670644,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373921,0.37448,0.506557,0.670644,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373921,0.37448,0.506557,0.670644,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373759,0.374076,0.501639,0.645023,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.373436,0.371496,0.496721,0.659616,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.372942,0.360536,0.45082,0.635056,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.37268,0.369725,0.427869,0.641243,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.372246,0.370213,0.498361,0.661195,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.372155,0.362064,0.429508,0.609361,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.371519,0.372145,0.442623,0.605694,1,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.370964,0.373764,0.5,0.60555,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.370824,0.361327,0.455373,0.644063,9,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.370692,0.37373,0.501639,0.650816,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.369905,0.353633,0.409836,0.634569,1,"spatial_median_da"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.369118,0.345869,0.442623,0.642038,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.368958,0.364984,0.46357,0.655553,9,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.36815,0.365781,0.501639,0.667413,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.366798,0.36471,0.491803,0.641657,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.366733,0.361639,0.466302,0.645368,9,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.365042,0.34874,0.440984,0.624147,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.364326,0.35988,0.429508,0.624165,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.364276,0.363803,0.480328,0.653724,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.363206,0.365331,0.495082,0.660207,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.362702,0.363521,0.495082,0.649762,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.361874,0.363182,0.483607,0.653446,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.361723,0.347492,0.440984,0.627277,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.361239,0.359823,0.498361,0.646912,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.360967,0.344844,0.436066,0.629106,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.360845,0.357001,0.42459,0.612789,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.360573,0.359262,0.495082,0.659408,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.360432,0.356933,0.422951,0.614918,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.360293,0.348586,0.448087,0.642103,9,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.36028,0.345164,0.439344,0.625853,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359968,0.358513,0.467213,0.589727,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359968,0.358513,0.467213,0.589727,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359968,0.358513,0.467213,0.589727,1,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359907,0.359553,0.491803,0.637893,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359665,0.355726,0.422131,0.626545,2,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359342,0.343977,0.439344,0.627172,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359342,0.343977,0.439344,0.627172,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359342,0.343977,0.439344,0.627172,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359342,0.343977,0.439344,0.627172,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359342,0.343977,0.439344,0.627172,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.359272,0.338205,0.431148,0.627673,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.358999,0.334823,0.439344,0.630514,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.358152,0.339672,0.436066,0.629355,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.357466,0.342766,0.440984,0.627289,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.356992,0.346818,0.459016,0.646296,1,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.356913,0.350605,0.422587,0.637034,9,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.356638,0.334608,0.431148,0.634128,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.355922,0.346026,0.418033,0.611038,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.35565,0.355737,0.491803,0.637022,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.355579,0.354163,0.483607,0.643226,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.355579,0.348126,0.418033,0.62284,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.355216,0.35417,0.490164,0.643806,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.354677,0.352232,0.42623,0.634489,9,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.353521,0.348927,0.421311,0.640863,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.353102,0.34489,0.432605,0.635744,9,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.352926,0.345434,0.419672,0.609678,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.35231,0.33568,0.42459,0.631931,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.352008,0.345984,0.416393,0.625256,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.352008,0.351869,0.480328,0.639642,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.351712,0.345109,0.420765,0.622069,3,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.351712,0.345109,0.420765,0.622069,3,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.351392,0.350399,0.488525,0.648496,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.350797,0.348067,0.490164,0.661227,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.350615,0.349464,0.491803,0.648757,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.350545,0.349436,0.488525,0.644706,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.350131,0.35027,0.480328,0.650807,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.349788,0.345915,0.483607,0.633312,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.349718,0.33988,0.414754,0.625881,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.349657,0.331331,0.431148,0.627898,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.348537,0.332076,0.436066,0.625652,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.348467,0.336046,0.431148,0.628402,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.348144,0.341734,0.429508,0.628815,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.348113,0.34516,0.411475,0.616544,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.348002,0.344963,0.483607,0.656615,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.347987,0.329971,0.397541,0.642161,2,"dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.347982,0.324961,0.419672,0.619581,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.347609,0.34667,0.467213,0.589938,1,"mnpo_ensemble_dlda__svm_linear__svm_rbf"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.346086,0.339691,0.436066,0.637388,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.344683,0.337291,0.411475,0.619036,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.343816,0.327871,0.414754,0.626601,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.342161,0.341926,0.467213,0.63514,5,"dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.34208,0.322203,0.42623,0.624441,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.341586,0.33188,0.391803,0.621228,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.341076,0.339078,0.442623,0.584122,2,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.339972,0.330194,0.431148,0.63338,5,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.339235,0.336692,0.411475,0.622483,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.339235,0.335992,0.418033,0.610215,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.338842,0.334132,0.403279,0.609449,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.338842,0.334801,0.406557,0.624421,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.338842,0.335452,0.406557,0.624698,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.338499,0.334577,0.409836,0.595301,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.337813,0.332064,0.401639,0.608268,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.337561,0.332426,0.403279,0.615322,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.337561,0.335663,0.406557,0.599227,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.336158,0.336483,0.45082,0.594388,1,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.336158,0.336483,0.45082,0.594388,1,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.336158,0.336483,0.45082,0.594388,1,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.335432,0.329651,0.401639,0.614801,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.334927,0.32946,0.401639,0.616881,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.333918,0.327942,0.396721,0.60078,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.330922,0.326702,0.4,0.598754,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.32952,0.325201,0.386885,0.597392,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.329222,0.329204,0.413934,0.589178,2,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.328884,0.325653,0.398361,0.603627,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,1,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.3239,0.327302,0.418033,0.564969,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.3239,0.327302,0.418033,0.564969,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.3239,0.327302,0.418033,0.564969,1,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,1,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,1,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,1,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.322992,0.278367,0.42623,0.582745,1,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.322337,0.320566,0.395082,0.602769,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.317111,0.312111,0.37377,0.591891,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.316314,0.313611,0.383607,0.590298,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.31519,0.313429,0.385246,0.611885,3,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.31519,0.313429,0.385246,0.611885,3,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.315123,0.313531,0.385246,0.605262,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.314598,0.311452,0.388525,0.605073,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.312308,0.307588,0.385246,0.587393,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.305488,0.305549,0.388525,0.593436,5,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,1,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,1,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,1,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,1,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,1,"mnpo_svm_linear"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.594943,0.596831,0.613208,0.752238,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.582407,0.579753,0.584906,0.69339,1,"mnpo_ensemble_elastic_net_lr__dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.581458,0.568021,0.613208,0.792532,1,"mnpo_copula_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.579131,0.578972,0.59434,0.747842,1,"mnpo_dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.575736,0.567313,0.613208,0.717038,1,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.575601,0.555674,0.619497,0.719644,3,"mnpo_rf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.57405,0.575528,0.59434,0.755923,1,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.570726,0.568738,0.599057,0.740977,2,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.568827,0.567276,0.599057,0.736962,2,"mnpo_rp_ensemble"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.563604,0.551488,0.603774,0.727496,1,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.55801,0.548003,0.59434,0.718082,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.550309,0.547546,0.584906,0.749403,1,"mnpo_rp_ensemble"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.548367,0.530405,0.591195,0.71148,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.547673,0.523932,0.59434,0.652982,1,"mnpo_ensemble_rf__knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.544763,0.541599,0.571698,0.717305,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543984,0.539294,0.577358,0.697595,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543959,0.522025,0.589099,0.714385,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543925,0.529407,0.583857,0.710231,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543604,0.541382,0.573585,0.699931,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543152,0.528153,0.583857,0.72038,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543104,0.52659,0.583857,0.716177,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543104,0.52659,0.583857,0.716177,9,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.543032,0.541263,0.575472,0.714351,4,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.542094,0.520969,0.584906,0.673661,2,"mnpo_ensemble_svm_rbf__rf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.542042,0.538829,0.573585,0.699297,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.541975,0.502251,0.59434,0.705406,2,"mnpo_tabpfn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.541325,0.537178,0.573585,0.702634,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.540565,0.53607,0.573585,0.702805,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.539848,0.532781,0.573585,0.717923,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.539763,0.534869,0.573585,0.696496,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.539615,0.535577,0.571698,0.697022,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.539487,0.533376,0.571698,0.701033,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538913,0.516123,0.584906,0.72776,1,"mnpo_rf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538623,0.535756,0.569811,0.696888,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538096,0.533338,0.571698,0.698402,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538096,0.533338,0.571698,0.698402,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538096,0.533338,0.571698,0.698402,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538096,0.533338,0.571698,0.698402,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.538096,0.533338,0.571698,0.698402,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.536429,0.534196,0.554717,0.702551,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53594,0.528502,0.567925,0.702759,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53594,0.528502,0.567925,0.702759,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53594,0.528502,0.567925,0.702759,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53594,0.528502,0.567925,0.702759,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53594,0.528502,0.567925,0.702759,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.535584,0.529862,0.569811,0.69464,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.535204,0.532578,0.566038,0.690348,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53518,0.526674,0.567925,0.715181,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.534065,0.527624,0.569811,0.695558,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.533746,0.524804,0.567925,0.700803,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.532688,0.521292,0.567925,0.708849,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.532384,0.492604,0.584906,0.693548,1,"mnpo_ensemble_svm_rbf__rf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.532293,0.526624,0.566038,0.702055,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.532208,0.527769,0.566038,0.699155,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.53122,0.509741,0.575472,0.663368,1,"mnpo_ensemble_rf__svm_rbf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530888,0.497448,0.584906,0.747324,1,"sglnn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530888,0.497448,0.584906,0.747324,1,"sglnn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530888,0.497448,0.584906,0.747324,1,"sglnn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530888,0.497448,0.584906,0.747324,1,"sglnn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530351,0.526611,0.562264,0.701497,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.530328,0.522862,0.564151,0.707965,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.529972,0.522333,0.566038,0.695435,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.529359,0.527382,0.560377,0.698024,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.527987,0.52199,0.562264,0.712638,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.527797,0.524022,0.560377,0.698007,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526899,0.508371,0.566038,0.673521,1,"mnpo_ensemble_knn__dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526567,0.504506,0.575472,0.707558,1,"cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526567,0.504506,0.575472,0.707558,1,"cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526567,0.504506,0.575472,0.707558,1,"cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526567,0.501409,0.575472,0.679395,1,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526106,0.516936,0.560377,0.700419,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.526106,0.516936,0.560377,0.700419,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.52557,0.524174,0.551887,0.711451,4,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.52557,0.524174,0.551887,0.711451,4,"mnpo_knn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.525413,0.521915,0.558491,0.698147,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.52518,0.519,0.556604,0.689772,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.524739,0.520505,0.558491,0.697957,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.524549,0.521519,0.556604,0.695879,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.524378,0.51515,0.556604,0.699894,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.524231,0.524042,0.54717,0.698815,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.524098,0.462833,0.580189,0.645769,2,"mnpo_ensemble_knn__rf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.523647,0.522194,0.535849,0.703519,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.523101,0.494746,0.566038,0.68573,1,"tabpfn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.523101,0.494746,0.566038,0.68573,1,"tabpfn"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.522142,0.517244,0.556604,0.696109,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.521931,0.511119,0.561321,0.704691,4,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.520812,0.516991,0.550943,0.715347,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.518077,0.515312,0.532075,0.691954,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.518077,0.515332,0.532075,0.691916,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.518025,0.514601,0.54717,0.692722,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.517246,0.514772,0.545283,0.6882,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.516743,0.517586,0.537736,0.701635,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.516021,0.512132,0.549057,0.698008,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.514649,0.505174,0.550943,0.690844,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.514416,0.506764,0.549057,0.704617,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.514311,0.510658,0.54717,0.696862,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.514245,0.502272,0.54717,0.693869,1,"mnpo_ensemble_rf__svm_rbf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.513571,0.504616,0.549057,0.688168,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.513438,0.50249,0.551887,0.675606,2,"gqda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.513405,0.507946,0.545283,0.695954,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.511947,0.50488,0.54717,0.691318,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.51117,0.509562,0.537736,0.678779,4,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.511125,0.502136,0.545283,0.692529,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.510114,0.506522,0.537736,0.685184,2,"spatial_median_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.510114,0.506522,0.537736,0.685184,2,"spatial_median_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.510114,0.506522,0.537736,0.685184,2,"spatial_median_da"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.510028,0.506385,0.541509,0.673037,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509905,0.507222,0.530189,0.688237,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509639,0.492047,0.551887,0.685361,2,"mnpo_cpda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.509012,0.503324,0.541509,0.694754,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.507602,0.501347,0.539623,0.688287,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.507184,0.508149,0.524528,0.684237,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.504725,0.491002,0.54717,0.707052,2,"rp_ensemble"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.503295,0.497387,0.535849,0.683535,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.500066,0.492642,0.533962,0.708517,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.500052,0.496746,0.520755,0.694978,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.499539,0.490561,0.535849,0.69395,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.499341,0.499734,0.524109,0.687592,9,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.499264,0.498702,0.509434,0.689453,1,"mnpo_near_subspace"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.498314,0.488106,0.532075,0.687221,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.497626,0.496957,0.511321,0.685852,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.496192,0.495415,0.511321,0.668358,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.496035,0.485908,0.532075,0.677054,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.496035,0.485657,0.532075,0.686975,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.495555,0.496721,0.518868,0.684653,9,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.495347,0.487473,0.511321,0.688151,5,"nb"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.494677,0.496691,0.507547,0.692017,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.494292,0.494748,0.507547,0.684522,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.492412,0.49057,0.513208,0.68997,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.491486,0.492431,0.509434,0.694506,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.491377,0.48913,0.511321,0.682132,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.489639,0.483056,0.522642,0.686894,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.487593,0.478497,0.524528,0.690966,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.487265,0.48812,0.50566,0.673872,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.487179,0.485603,0.50566,0.673128,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.486937,0.476472,0.526415,0.686727,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.4868,0.488806,0.509434,0.670384,1,"mnpo_svm_rbf"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.486652,0.485821,0.507547,0.686071,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.485598,0.485603,0.503774,0.691175,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.485598,0.485603,0.503774,0.691175,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.485598,0.485603,0.503774,0.691175,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.485598,0.485603,0.503774,0.691175,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.485598,0.485603,0.503774,0.691175,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.484943,0.483734,0.50566,0.676179,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.484596,0.478549,0.516981,0.687119,5,"dlda"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.483636,0.4845,0.504717,0.680761,4,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.481377,0.479348,0.5,0.673664,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.476353,0.477305,0.496226,0.670386,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.472702,0.47382,0.498113,0.672818,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.472156,0.473249,0.490566,0.676765,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.4715,0.473688,0.492453,0.678223,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.471372,0.473077,0.492453,0.657622,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.47019,0.467383,0.496226,0.669012,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.469179,0.46938,0.492453,0.658741,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.46859,0.467687,0.492453,0.669389,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.465741,0.467344,0.486792,0.665806,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.464668,0.463982,0.481132,0.659831,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.463566,0.463398,0.481132,0.674579,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.463504,0.46617,0.479245,0.671263,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.461709,0.460644,0.484906,0.648878,5,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"mnpo_rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.431719,0.435938,0.45283,0.66032,1,"rff_lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",529,20530,0.38255,0.379031,0.415094,0.636085,1,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.56206,0.450163,0.457831,0.71263,1,"mnpo_nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.507791,0.427127,0.445783,0.665493,4,"nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.507791,0.427127,0.445783,0.665493,4,"nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.507791,0.427127,0.445783,0.665493,4,"nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.507791,0.427127,0.445783,0.665493,4,"nsc"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.479892,0.373016,0.40241,0.643891,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.478428,0.366656,0.39759,0.648055,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.474444,0.387885,0.414458,0.638149,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.47439,0.341894,0.361446,0.673145,1,"mnpo_nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.474011,0.377878,0.412048,0.641695,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.471762,0.370259,0.412048,0.650958,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.471274,0.377255,0.404819,0.631508,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.471274,0.377528,0.404819,0.631661,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.470732,0.358749,0.387952,0.642071,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.467236,0.359919,0.39759,0.635371,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.465556,0.384057,0.412048,0.643828,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.465203,0.377368,0.404819,0.642692,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.465086,0.373684,0.390897,0.623652,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.465014,0.363333,0.387952,0.633327,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464607,0.378128,0.404819,0.638567,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.464107,0.38264,0.409639,0.624155,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.463821,0.363105,0.395181,0.640727,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.463821,0.370306,0.40241,0.625948,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.461951,0.360547,0.392771,0.627575,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.46084,0.368266,0.395181,0.632197,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.459458,0.357274,0.385542,0.634536,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.45878,0.363096,0.390361,0.630458,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.457425,0.37062,0.392771,0.628379,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.457236,0.360374,0.390361,0.630916,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.456745,0.379864,0.402945,0.625591,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.456477,0.365587,0.392771,0.626712,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.456043,0.360171,0.383133,0.634115,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.454417,0.35749,0.387952,0.643902,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.454146,0.346602,0.375904,0.639222,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.452981,0.347033,0.387952,0.63072,5,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.448299,0.351937,0.378849,0.62434,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.446612,0.44541,0.506024,0.594175,2,"mnpo_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.442758,0.349874,0.37751,0.614409,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.44019,0.425295,0.460241,0.601131,5,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.439943,0.34111,0.364123,0.619032,9,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.439024,0.408693,0.445783,0.622415,1,"mnpo_rp_ensemble"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.436585,0.438081,0.518072,0.631941,1,"dlda"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.43645,0.401849,0.421687,0.620746,1,"mnpo_nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 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benchmark panel","hard","genomics","cDNA",415,20530,0.431436,0.424841,0.46988,0.562801,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.430849,0.423457,0.46988,0.599899,3,"mnpo_elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.430849,0.423457,0.46988,0.599899,3,"mnpo_elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark 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grade 3-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.429675,0.408945,0.433735,0.579552,1,"mnpo_ensemble_svm_linear__lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.42832,0.390301,0.409639,0.619988,1,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.42832,0.390301,0.409639,0.619988,1,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.42168,0.418639,0.518072,0.583014,1,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.420732,0.402594,0.433735,0.543211,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.420732,0.402594,0.433735,0.543211,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.420732,0.402594,0.433735,0.543211,1,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.417243,0.323159,0.361446,0.608637,4,"nb"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.415257,0.409185,0.455422,0.579258,5,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.411728,0.396165,0.427041,0.562896,9,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.407046,0.401306,0.433735,0.549411,1,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.407046,0.401306,0.433735,0.549411,1,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.407046,0.401306,0.433735,0.549411,1,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.40664,0.405425,0.457831,0.57163,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.40664,0.405425,0.457831,0.57163,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.40664,0.405425,0.457831,0.57163,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.406572,0.385868,0.409639,0.599964,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.398916,0.392692,0.421687,0.559195,1,"mnpo_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.397967,0.300266,0.301205,0.615919,1,"mnpo_ensemble_nb__rf"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.397967,0.300266,0.301205,0.615919,1,"mnpo_ensemble_nb__rf"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.397967,0.300266,0.301205,0.615919,1,"mnpo_ensemble_nb__rf"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.394249,0.381279,0.412316,0.555156,9,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.393117,0.389727,0.440964,0.574121,5,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.389973,0.398898,0.457831,0.591841,1,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.389973,0.398898,0.457831,0.591841,1,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.389973,0.398898,0.457831,0.591841,1,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.387602,0.3841,0.421687,0.542536,2,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.374526,0.359811,0.385542,0.591314,1,"mnpo_elastic_net_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.368157,0.366895,0.409639,0.535661,1,"mnpo_svm_linear"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.366192,0.357691,0.385542,0.550233,2,"mnpo_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.354715,0.351828,0.395181,0.5336,5,"lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.347696,0.329342,0.457831,0.516585,1,"mnpo_pls_da_classifier"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.333469,0.322689,0.349398,0.54127,1,"mnpo_lr"],["xena_tcga_lihc","TCGA-LIHC Liver (Xena, histologic grade 3-class)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",415,20530,0.333469,0.322689,0.349398,0.54127,1,"mnpo_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.829365,0.836009,0.836364,0.918162,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.798843,0.8,0.921476,1,"mnpo_svm_rbf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.784416,0.781818,0.923623,1,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.796053,0.8,0.879034,1,"dbda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.796053,0.8,0.879034,1,"dbda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.796053,0.8,0.879034,1,"dbda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.803968,0.796053,0.8,0.879034,1,"dbda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.801587,0.800331,0.8,0.923194,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.800794,0.79524,0.790909,0.929501,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.795963,0.8,0.902397,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.79744,0.8,0.907976,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.79744,0.8,0.907976,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.79744,0.8,0.907976,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.79744,0.8,0.907976,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.798413,0.79744,0.8,0.907976,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.797619,0.799732,0.8,0.923051,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.797619,0.79779,0.8,0.907603,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.795238,0.782864,0.781818,0.89125,1,"gqda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.795238,0.791905,0.8,0.912879,1,"mnpo_ensemble_svm_rbf__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.795238,0.791905,0.8,0.912879,1,"mnpo_ensemble_svm_rbf__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.795238,0.791905,0.8,0.912879,1,"mnpo_ensemble_svm_rbf__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.789683,0.800826,0.8,0.854329,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.787302,0.763772,0.763636,0.914324,1,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.78254,0.778111,0.781818,0.914548,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.78254,0.777778,0.781818,0.892291,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.78254,0.778111,0.781818,0.888846,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.78254,0.779703,0.781818,0.912251,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.78254,0.778111,0.781818,0.911928,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.781746,0.779125,0.781818,0.907937,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.776455,0.777004,0.775758,0.880295,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.775926,0.776794,0.781818,0.897298,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.775873,0.780974,0.778182,0.925706,5,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.774444,0.776317,0.774545,0.896841,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.77381,0.779038,0.781818,0.904013,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.77381,0.776738,0.781818,0.915055,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.773016,0.764107,0.763636,0.903087,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.773016,0.775676,0.781818,0.918762,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.772222,0.773924,0.781818,0.919593,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.770899,0.771355,0.763636,0.874368,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.770476,0.772489,0.770909,0.90581,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.769841,0.76784,0.769697,0.88747,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.76746,0.7599,0.763636,0.89152,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761017,0.763636,0.894816,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761017,0.763636,0.894816,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761571,0.763636,0.884855,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761851,0.763636,0.891986,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761017,0.763636,0.894816,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761017,0.763636,0.894816,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765873,0.761017,0.763636,0.894816,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765608,0.759401,0.757576,0.8677,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765608,0.769403,0.769697,0.924583,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765079,0.762346,0.763636,0.906385,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765079,0.766009,0.763636,0.892565,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.765079,0.7599,0.763636,0.901057,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.764444,0.764175,0.763636,0.909254,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.764286,0.751449,0.745455,0.877138,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.764127,0.7693,0.767273,0.902341,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763889,0.765012,0.763636,0.880102,2,"mnpo_ensemble_knn__elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763889,0.765012,0.763636,0.880102,2,"mnpo_ensemble_knn__elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763889,0.765012,0.763636,0.880102,2,"mnpo_ensemble_knn__elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763492,0.752865,0.754545,0.885818,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763492,0.752865,0.754545,0.885818,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.763492,0.752865,0.754545,0.885818,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.762698,0.757173,0.759091,0.877239,4,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.762698,0.757173,0.759091,0.877239,4,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.762434,0.755281,0.757576,0.87911,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.762169,0.757371,0.757576,0.873468,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.761111,0.76251,0.763636,0.898851,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.760582,0.762615,0.763636,0.90806,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.759788,0.751932,0.751515,0.881469,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.759524,0.76266,0.763636,0.89262,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.759524,0.753879,0.757576,0.874865,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.757937,0.763986,0.763636,0.92053,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.757672,0.761446,0.757576,0.892758,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.75754,0.755927,0.754545,0.9077,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.757143,0.747581,0.745455,0.9172,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.756349,0.76104,0.763636,0.889065,1,"mnpo_ensemble_knn__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.756349,0.76104,0.763636,0.889065,1,"mnpo_ensemble_knn__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.756349,0.76104,0.763636,0.889065,1,"mnpo_ensemble_knn__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.756032,0.75655,0.756364,0.903961,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.755556,0.760272,0.763636,0.913117,1,"mnpo_elastic_net_lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.755291,0.750846,0.751515,0.891282,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.754762,0.755901,0.756364,0.907259,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.754497,0.752695,0.745455,0.877933,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.754444,0.757119,0.756364,0.898182,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.753968,0.746997,0.745455,0.872896,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.753333,0.757053,0.756364,0.897374,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.753333,0.754872,0.752727,0.897427,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.753175,0.746018,0.745455,0.892891,5,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.753016,0.756012,0.76,0.900105,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.752646,0.75371,0.751515,0.887794,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.75254,0.754551,0.752727,0.897132,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.751786,0.753041,0.754545,0.897899,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.751429,0.755073,0.752727,0.896008,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.751429,0.754874,0.752727,0.894477,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.75119,0.75431,0.754545,0.909271,2,"mnpo_tabpfn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.750952,0.75553,0.752727,0.899504,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.750926,0.744086,0.745455,0.876911,6,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.750794,0.754498,0.763636,0.910475,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.75,0.748185,0.749091,0.884289,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.75,0.743619,0.745455,0.88892,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749683,0.751512,0.749091,0.889459,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"mnpo_tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749471,0.74776,0.751515,0.919301,3,"tabm"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749206,0.742336,0.745455,0.885871,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.749206,0.742542,0.745455,0.892939,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.748413,0.745466,0.745455,0.916896,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.747619,0.736346,0.736364,0.88584,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746825,0.752091,0.749091,0.889904,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746599,0.741828,0.742857,0.879423,7,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746508,0.748818,0.745455,0.884447,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746296,0.739179,0.739394,0.878986,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746296,0.739179,0.739394,0.878986,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746296,0.739179,0.739394,0.878986,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746296,0.739179,0.739394,0.878986,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.746296,0.739179,0.739394,0.878986,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.744841,0.748479,0.745455,0.868739,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.744444,0.738711,0.742857,0.873658,7,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.743651,0.743553,0.740909,0.900357,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.743254,0.746646,0.745455,0.906375,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.742063,0.74216,0.745455,0.905505,1,"knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.742063,0.748834,0.745455,0.936641,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.742063,0.74216,0.745455,0.853883,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.742063,0.74216,0.745455,0.905505,1,"knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.741587,0.744804,0.741818,0.881259,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.741587,0.744046,0.741818,0.905377,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.74127,0.744379,0.745455,0.913425,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.740952,0.742165,0.738182,0.892951,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.740873,0.734873,0.736364,0.869896,4,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.740476,0.727806,0.727273,0.882413,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.740476,0.727806,0.727273,0.881833,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.740476,0.728389,0.727273,0.874284,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.739683,0.742671,0.745455,0.857561,1,"mnpo_nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73836,0.733491,0.727273,0.908368,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.7375,0.735455,0.736364,0.885863,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.7375,0.741572,0.740909,0.891394,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.737302,0.741064,0.745455,0.90209,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.736349,0.741608,0.738182,0.890334,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.735979,0.731291,0.733333,0.863249,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.735913,0.736544,0.740909,0.891114,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.735913,0.736544,0.740909,0.891114,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.735714,0.733116,0.733333,0.893138,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73373,0.734135,0.736364,0.880497,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73373,0.734135,0.736364,0.879315,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.736136,0.736364,0.902066,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.737124,0.738182,0.877316,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.731669,0.736364,0.871098,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.733764,0.730909,0.906325,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.728094,0.727273,0.882582,2,"svm_rbf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.728632,0.727273,0.895635,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.736748,0.734545,0.881015,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.733333,0.733438,0.734545,0.880756,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.732698,0.728645,0.727273,0.869152,5,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73254,0.739244,0.745455,0.825208,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73254,0.739244,0.745455,0.825208,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73254,0.739244,0.745455,0.825208,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73254,0.731084,0.730909,0.878692,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73254,0.724762,0.727273,0.892249,1,"rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.731905,0.734204,0.734545,0.889636,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.731746,0.73216,0.730909,0.886444,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.731217,0.734213,0.733333,0.892724,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.73,0.732897,0.730909,0.882652,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.729365,0.730697,0.727273,0.890303,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72877,0.720735,0.718182,0.862708,4,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.728571,0.727856,0.733333,0.893327,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.728042,0.723785,0.721212,0.864283,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.727579,0.731873,0.731818,0.876609,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72619,0.728911,0.727273,0.860469,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.725397,0.731551,0.727273,0.889831,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.725397,0.723587,0.727273,0.887634,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.725132,0.728398,0.727273,0.891139,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.724603,0.735872,0.727273,0.836667,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.724603,0.725296,0.727273,0.902743,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72381,0.725485,0.727273,0.905681,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72381,0.723654,0.72,0.890863,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72381,0.722563,0.722727,0.892513,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72254,0.72523,0.723636,0.887535,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72254,0.725556,0.727273,0.888586,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.721958,0.71228,0.709091,0.870788,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.721958,0.72074,0.727273,0.902503,3,"mnpo_knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72123,0.716887,0.718182,0.883347,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.72123,0.721182,0.722727,0.881581,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.720635,0.723404,0.723636,0.88798,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.720159,0.716947,0.716364,0.897461,5,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.719841,0.719467,0.718182,0.889325,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718889,0.719072,0.72,0.883537,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718849,0.71228,0.709091,0.879906,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718651,0.721129,0.727273,0.873964,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718651,0.715069,0.718182,0.875491,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718254,0.716879,0.718182,0.881569,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718254,0.718758,0.727273,0.889312,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.718254,0.717275,0.727273,0.791179,1,"pls_da_classifier"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.717989,0.72463,0.721212,0.893333,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.717619,0.717221,0.72,0.884848,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.717143,0.71725,0.712727,0.86898,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716984,0.715699,0.716364,0.878382,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.711237,0.709091,0.890204,1,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.714444,0.715152,0.903766,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.714444,0.715152,0.903766,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.714444,0.715152,0.903766,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.714444,0.715152,0.903766,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.716667,0.714444,0.715152,0.903766,3,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.715873,0.714855,0.709091,0.875825,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.715608,0.718072,0.715152,0.881902,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.715079,0.704033,0.7,0.86723,2,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.714484,0.706496,0.704545,0.891336,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.714286,0.713561,0.715152,0.893682,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.714286,0.693182,0.690909,0.879237,1,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.712698,0.71448,0.718182,0.886487,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.712698,0.71448,0.718182,0.886487,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.712698,0.71448,0.718182,0.886487,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.71254,0.714235,0.716364,0.881375,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.71254,0.714235,0.716364,0.881375,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.71254,0.714235,0.716364,0.881375,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.71254,0.714235,0.716364,0.881375,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.71254,0.714235,0.716364,0.881375,5,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.712302,0.710475,0.718182,0.901055,2,"mnpo_knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.712302,0.710475,0.718182,0.901055,2,"mnpo_knn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.711508,0.704763,0.709091,0.893568,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.705441,0.709091,0.863711,1,"rp_ensemble"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.705441,0.709091,0.863711,1,"mnpo_rp_ensemble"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.705441,0.709091,0.863711,1,"mnpo_rp_ensemble"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"mnpo_sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.710317,0.707527,0.709091,0.860379,1,"sglnn"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.709921,0.715156,0.709091,0.878994,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.70873,0.712021,0.709091,0.829315,1,"mnpo_ensemble_knn__dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.706349,0.708123,0.709091,0.880901,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.706085,0.693127,0.690909,0.870803,3,"nb"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.705357,0.705327,0.704545,0.870521,4,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.704762,0.705712,0.70303,0.879953,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.704762,0.705712,0.70303,0.879953,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702579,0.700782,0.7,0.887261,4,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.900284,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.887948,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.887948,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.887948,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.887948,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.702381,0.702381,0.709091,0.887948,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.701587,0.703736,0.7,0.886269,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.701587,0.707255,0.7,0.881562,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.701587,0.703963,0.709091,0.888856,1,"mnpo_dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.701587,0.703963,0.709091,0.889911,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.700794,0.701863,0.709091,0.876708,2,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.697619,0.702285,0.7,0.88815,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.697222,0.698898,0.7,0.87791,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.696032,0.697092,0.69697,0.862883,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.693254,0.697456,0.690909,0.854071,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.689683,0.691426,0.690909,0.874632,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.685979,0.68889,0.684848,0.871872,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.685317,0.68511,0.681818,0.864725,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.684921,0.672515,0.672727,0.868604,1,"mnpo_realmlp"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.682804,0.684165,0.684848,0.876367,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.681349,0.678822,0.681818,0.880828,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.680423,0.675921,0.684848,0.844714,3,"mnpo_ensemble_knn__rf"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.680159,0.678725,0.678788,0.878034,3,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669444,0.668103,0.672727,0.866458,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669444,0.668103,0.672727,0.866458,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669444,0.668103,0.672727,0.866458,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669444,0.668103,0.672727,0.866458,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669444,0.668103,0.672727,0.866458,2,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.669048,0.672418,0.672727,0.905781,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.660317,0.654971,0.654545,0.884363,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.652381,0.663034,0.654545,0.833173,1,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",275,20530,0.646825,0.651464,0.663636,0.859987,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.738544,0.711538,0.866667,0.738544,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.719677,0.673203,0.833333,0.792453,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.704852,0.749791,0.916667,0.762803,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.685984,0.703467,0.883333,0.735849,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.675202,0.633399,0.827778,0.656783,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.66442,0.697475,0.9,0.738544,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.662399,0.642496,0.841667,0.668464,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.644205,0.558101,0.7,0.721024,1,"nsc"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.644205,0.558101,0.7,0.721024,1,"nsc"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.644205,0.558101,0.7,0.721024,1,"nsc"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.644205,0.558101,0.7,0.721024,1,"nsc"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.754717,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"mnpo_dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.642857,0.6997,0.916667,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.638814,0.607843,0.8,0.619946,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.633423,0.672727,0.9,0.768194,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.633423,0.672727,0.9,0.765499,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.633423,0.672727,0.9,0.762803,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.633423,0.672727,0.9,0.633423,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.631402,0.626351,0.841667,0.54717,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.62938,0.593538,0.783333,0.710243,1,"gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.62938,0.593538,0.783333,0.710243,1,"gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.62938,0.593538,0.783333,0.710243,1,"gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.62938,0.593538,0.783333,0.710243,1,"gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.623989,0.651178,0.883333,0.625337,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.623989,0.649708,0.883333,0.733154,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.623989,0.649708,0.883333,0.738544,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.623989,0.649708,0.883333,0.738544,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.623989,0.649708,0.883333,0.749326,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.618329,0.639145,0.873333,0.649596,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.617251,0.604815,0.816667,0.52965,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.614555,0.62963,0.866667,0.663073,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.614555,0.630749,0.866667,0.681941,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.610512,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.610512,0.5671,0.75,0.613208,1,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.601078,0.554731,0.733333,0.590296,1,"mnpo_dbda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.60018,0.619639,0.877778,0.620845,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.595687,0.595687,0.833333,0.598383,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.595687,0.597178,0.833333,0.609164,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.592992,0.614644,0.883333,0.677898,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.592543,0.596313,0.827778,0.649596,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.59097,0.58832,0.825,0.579515,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.589757,0.590151,0.866667,0.629111,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.588949,0.56082,0.766667,0.616577,2,"mnpo_gqda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.588275,0.618368,0.875,0.714286,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.586253,0.580952,0.816667,0.541779,1,"mnpo_elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.583109,0.569612,0.811111,0.654088,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.580323,0.590709,0.85,0.604852,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.579245,0.589372,0.87,0.616712,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.578841,0.568005,0.858333,0.625337,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.577358,0.592184,0.866667,0.615094,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.576819,0.547274,0.8,0.541779,3,"mnpo_rp_ensemble"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.57637,0.595329,0.872222,0.686433,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.57637,0.600124,0.872222,0.687332,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.57637,0.600124,0.872222,0.687332,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.573675,0.563052,0.794444,0.633423,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.571878,0.564835,0.827778,0.59389,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.569407,0.565418,0.841667,0.553235,4,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.568059,0.589751,0.866667,0.681941,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.567925,0.583443,0.85,0.645283,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.567385,0.56176,0.783333,0.583558,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.566712,0.581993,0.891667,0.712938,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.563342,0.564154,0.82,0.578437,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.563342,0.564154,0.82,0.578437,5,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.561995,0.568506,0.883333,0.53504,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.561456,0.55955,0.816667,0.574124,5,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.561186,0.554341,0.86,0.614555,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.561096,0.535537,0.772222,0.499551,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.559569,0.560836,0.813333,0.560108,5,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.559569,0.560836,0.813333,0.560108,5,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.557412,0.556754,0.853333,0.648518,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.557278,0.577123,0.875,0.649596,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.557278,0.566093,0.875,0.576819,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.556155,0.555132,0.8,0.579515,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.555256,0.555256,0.816667,0.541779,2,"mnpo_rp_ensemble"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.554133,0.561701,0.869444,0.639712,6,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.553908,0.498208,0.65,0.609164,1,"elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.553908,0.498208,0.65,0.609164,1,"elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.553639,0.557866,0.846667,0.61779,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.55283,0.537053,0.823333,0.570889,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.548957,0.866667,0.625876,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.57462,0.866667,0.652291,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.558017,0.866667,0.569632,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.619946,1,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.552561,0.563636,0.866667,0.654987,1,"mnpo_nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.551752,0.557579,0.843333,0.609164,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.550202,0.559583,0.8625,0.621968,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.549416,0.556408,0.861111,0.557053,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.549191,0.540409,0.833333,0.5,4,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.547844,0.561134,0.858333,0.681941,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.547844,0.559721,0.858333,0.681267,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.547844,0.556631,0.858333,0.660377,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.547844,0.556631,0.858333,0.609164,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.546271,0.562093,0.855556,0.669362,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.546271,0.562093,0.855556,0.669362,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.543127,0.558586,0.85,0.637466,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.543127,0.544883,0.85,0.586523,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.543127,0.547097,0.85,0.584007,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.543127,0.549625,0.85,0.622642,1,"mnpo_dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.543127,0.547097,0.85,0.584007,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.541105,0.534683,0.791667,0.587601,2,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.541105,0.534683,0.791667,0.587601,2,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.538634,0.533719,0.805556,0.486074,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.537736,0.529836,0.758333,0.603774,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.537062,0.499583,0.675,0.549865,2,"elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.536388,0.533293,0.86,0.601078,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.536388,0.528654,0.783333,0.56469,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.535618,0.534852,0.852381,0.626107,7,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.53549,0.533513,0.8,0.551662,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.53549,0.513256,0.8,0.559748,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.534704,0.53523,0.8625,0.599057,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.534704,0.540832,0.8625,0.59973,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.531896,0.538799,0.866667,0.631626,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.530728,0.535213,0.85,0.533693,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.530548,0.527422,0.827778,0.499551,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.528841,0.533366,0.846667,0.599461,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.528841,0.537569,0.846667,0.630728,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.526954,0.512467,0.843333,0.624259,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.525606,0.53246,0.855556,0.654987,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.525067,0.524632,0.84,0.561725,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 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MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.524259,0.525521,0.816667,0.549865,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.524259,0.525521,0.816667,0.552561,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.524259,0.525521,0.816667,0.528302,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.523248,0.521637,0.7875,0.544474,4,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.523181,0.52559,0.836667,0.627493,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.522911,0.52259,0.841667,0.626011,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.522462,0.526094,0.85,0.590296,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.519766,0.517656,0.772222,0.522013,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.519542,0.524822,0.808333,0.552561,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.519542,0.522408,0.808333,0.489218,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.519407,0.516123,0.83,0.56442,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.51752,0.510021,0.826667,0.558491,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.516442,0.498013,0.846667,0.603774,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514825,0.520181,0.8,0.660377,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514825,0.514412,0.8,0.547709,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514825,0.516115,0.8,0.519542,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514825,0.514825,0.8,0.590296,1,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514825,0.516115,0.8,0.519542,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.512359,0.843333,0.58221,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.513376,0.843333,0.615633,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.514555,0.515793,0.843333,0.549326,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.512668,0.510556,0.84,0.56496,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner 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panel","hard","genomics","cDNA",299,20530,0.510108,0.516055,0.791667,0.548518,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.510108,0.516055,0.791667,0.548518,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.510108,0.516055,0.791667,0.548518,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.509097,0.497412,0.7625,0.580189,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.509097,0.511179,0.7625,0.50876,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.508895,0.508857,0.833333,0.623181,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.508535,0.502872,0.788889,0.520216,3,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.508535,0.502872,0.788889,0.520216,3,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.508535,0.502872,0.788889,0.520216,3,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.508535,0.502872,0.788889,0.520216,3,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.50593,0.501352,0.85,0.62372,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.505391,0.504762,0.783333,0.628032,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.505391,0.511354,0.783333,0.528302,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.504942,0.486278,0.855556,0.525606,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.504942,0.497861,0.855556,0.533693,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.504043,0.497441,0.808333,0.481132,4,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.514825,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.502022,0.499563,0.75,0.518868,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.500898,0.496375,0.738889,0.53504,6,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.500898,0.496375,0.738889,0.53504,6,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.50027,0.493694,0.84,0.537466,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.499663,0.494849,0.745833,0.483491,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.499102,0.500234,0.772222,0.46496,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.498652,0.490909,0.844444,0.584906,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.497035,0.493899,0.746667,0.538544,5,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.498407,0.766667,0.5292,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.496218,0.766667,0.520216,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.495192,0.766667,0.58221,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.495192,0.766667,0.528302,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.495192,0.766667,0.45283,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.495957,0.495192,0.766667,0.549865,1,"mnpo_dbda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.491914,0.479544,0.841667,0.593666,4,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.490566,0.464286,0.866667,0.490566,1,"mnpo_ensemble_lr__dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.490566,0.464286,0.866667,0.490566,1,"mnpo_ensemble_lr__dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.489757,0.472602,0.843333,0.516981,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.489668,0.49051,0.755556,0.522013,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.489668,0.490006,0.755556,0.519317,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.488881,0.487225,0.754167,0.480121,4,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.486523,0.486008,0.75,0.378706,1,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.484097,0.470863,0.833333,0.587601,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.481132,0.459459,0.85,0.684636,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479515,0.47339,0.803333,0.512129,5,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479111,0.486351,0.791667,0.487197,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.479111,0.477039,0.791667,0.467655,2,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.477089,0.477124,0.733333,0.404313,1,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.477089,0.477124,0.733333,0.58221,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.47664,0.466426,0.805556,0.4708,3,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.476415,0.457002,0.841667,0.455526,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.476415,0.456913,0.841667,0.649596,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.474394,0.477046,0.783333,0.528302,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.474394,0.472007,0.783333,0.477089,2,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.471698,0.454545,0.833333,0.622642,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.471698,0.454545,0.833333,0.552561,1,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.469677,0.471698,0.775,0.537736,2,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.468553,0.452877,0.827778,0.548967,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.465229,0.457413,0.8,0.545553,5,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.462264,0.449495,0.816667,0.59973,2,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.462264,0.449322,0.816667,0.499551,3,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.462264,0.449541,0.816667,0.45283,1,"dlda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.462264,0.449541,0.816667,0.455526,1,"mnpo_elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.459569,0.458733,0.738889,0.526954,3,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.450809,0.451218,0.741667,0.493261,2,"nb"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.443396,0.439252,0.783333,0.38814,1,"mnpo_elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.443396,0.439252,0.783333,0.38814,1,"mnpo_elastic_net_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.433962,0.433962,0.766667,0.407008,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.433962,0.433962,0.766667,0.568733,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.433962,0.433962,0.766667,0.433962,1,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.415094,0.423077,0.733333,0.407008,1,"lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.367925,0.393939,0.65,0.469003,1,"rp_ensemble"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.367925,0.393939,0.65,0.469003,1,"rp_ensemble"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.367925,0.393939,0.65,0.469003,1,"rp_ensemble"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",299,20530,0.367925,0.393939,0.65,0.469003,1,"rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.520763,0.347751,0.381818,0.754271,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.519087,0.322195,0.418182,0.733881,1,"mnpo_dbda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.519087,0.322195,0.418182,0.733881,1,"mnpo_dbda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.518491,0.343253,0.406818,0.755455,4,"spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.518491,0.343253,0.406818,0.755455,4,"spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.518491,0.343253,0.406818,0.755455,4,"spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.507375,0.336656,0.397727,0.742533,4,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.497712,0.310603,0.363636,0.741903,2,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.443093,0.355672,0.427273,0.761321,2,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.439398,0.264261,0.327273,0.716642,1,"gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.439398,0.264261,0.327273,0.716642,1,"gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.439398,0.264261,0.327273,0.716642,1,"gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.431333,0.306432,0.389091,0.739268,5,"gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.37898,0.361025,0.509091,0.642013,1,"mnpo_ensemble_svm_linear__dlda__elastic_net_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.374233,0.362727,0.490909,0.67064,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.359073,0.322258,0.447273,0.68502,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.355742,0.363412,0.609091,0.703508,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.355375,0.34164,0.542424,0.750527,3,"mnpo_svm_linear"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.354091,0.325132,0.452727,0.662731,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.352823,0.340521,0.505455,0.615575,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.35067,0.339319,0.504545,0.627398,2,"mnpo_elastic_net_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.350158,0.350414,0.572727,0.621139,1,"mnpo_ensemble_svm_linear__elastic_net_lr__dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.348753,0.33842,0.452727,0.651848,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346715,0.331914,0.487273,0.641023,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,1,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.345513,0.333276,0.509091,0.647394,1,"mnpo_ensemble_nb__svm_linear__svm_rbf"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.344527,0.342998,0.527273,0.622302,1,"mnpo_ensemble_dlda__svm_linear__elastic_net_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.34103,0.32612,0.498182,0.651683,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.34103,0.32612,0.498182,0.651683,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.34103,0.32612,0.498182,0.651683,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.340383,0.309576,0.445455,0.642937,1,"mnpo_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.340383,0.309576,0.445455,0.642937,1,"mnpo_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.340383,0.309576,0.445455,0.642937,1,"mnpo_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.340187,0.331372,0.510909,0.616728,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.335404,0.310682,0.418182,0.733769,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.335404,0.310682,0.418182,0.733769,1,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.335257,0.321698,0.488889,0.641604,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.335257,0.321698,0.488889,0.641604,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.334866,0.311195,0.436364,0.701092,1,"mnpo_nsc"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.333637,0.313302,0.470909,0.668841,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.332707,0.329898,0.627273,0.624486,1,"mnpo_ensemble_dlda__svm_rbf__knn"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.332599,0.329314,0.58,0.708709,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.332502,0.334794,0.585455,0.686028,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.331188,0.331837,0.585455,0.673658,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.331073,0.332854,0.583636,0.685711,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.330576,0.316636,0.476364,0.652488,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.330576,0.316636,0.476364,0.652488,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.330192,0.31929,0.476364,0.668256,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.329328,0.316553,0.469091,0.663638,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.329067,0.331882,0.570909,0.693159,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.328038,0.325186,0.578182,0.703866,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.327311,0.328503,0.58,0.740207,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.326867,0.327245,0.589091,0.691602,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.326794,0.319046,0.490909,0.62941,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.326095,0.313905,0.469091,0.63386,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.325414,0.326032,0.518182,0.744168,1,"mnpo_svm_rbf"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.325414,0.326032,0.518182,0.744168,1,"mnpo_svm_rbf"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.32525,0.32473,0.592727,0.609942,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.325195,0.315316,0.481818,0.549899,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.32496,0.322742,0.581818,0.700828,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.324688,0.3167,0.487273,0.647959,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.324659,0.313957,0.483838,0.625554,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.324278,0.316902,0.487273,0.638232,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.323765,0.321037,0.598182,0.647917,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.323641,0.307683,0.458182,0.634337,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.323381,0.31268,0.481818,0.62499,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.323381,0.31268,0.481818,0.62499,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.322466,0.312644,0.494545,0.647082,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.321007,0.312843,0.489091,0.606018,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320847,0.311217,0.467273,0.673117,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320786,0.314249,0.494545,0.666848,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320624,0.310172,0.478182,0.611112,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320534,0.311859,0.472727,0.751326,1,"mnpo_nsc"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320534,0.311859,0.472727,0.751326,1,"mnpo_nsc"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.320339,0.314511,0.483636,0.637985,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318666,0.31993,0.570909,0.689419,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318603,0.303457,0.447273,0.656955,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318513,0.305733,0.463636,0.658792,3,"mnpo_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318487,0.317028,0.576364,0.672384,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318319,0.323085,0.563636,0.657089,1,"mnpo_ensemble_svm_linear__nb__dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.318227,0.307669,0.461818,0.606508,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317139,0.311174,0.478182,0.656857,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.316574,0.318085,0.585455,0.699871,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.316123,0.305673,0.461818,0.634797,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.315897,0.309059,0.483636,0.640118,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.315686,0.310058,0.485455,0.562258,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.315454,0.301421,0.450909,0.700096,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31506,0.304628,0.46,0.659687,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314693,0.302297,0.456364,0.678745,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314672,0.307482,0.474545,0.674196,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314413,0.306438,0.476364,0.657254,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314201,0.306325,0.465455,0.647275,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.314121,0.298426,0.450909,0.616884,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31395,0.305988,0.470909,0.651013,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.313775,0.309498,0.490909,0.602057,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.313757,0.307378,0.478182,0.660698,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.313726,0.308157,0.483636,0.654483,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.313725,0.297983,0.443636,0.661924,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31343,0.307074,0.489091,0.647969,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31315,0.313917,0.565455,0.702152,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.312319,0.305565,0.482828,0.642487,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.311963,0.306526,0.478182,0.628181,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31158,0.304955,0.465455,0.656724,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.31154,0.301406,0.456364,0.619978,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.311117,0.301489,0.46,0.652586,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.310806,0.300198,0.452727,0.625639,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.310666,0.310584,0.569091,0.652711,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.310587,0.297661,0.450909,0.655413,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.310563,0.311226,0.56,0.677618,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.309948,0.308793,0.569091,0.732458,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.308268,0.30896,0.558182,0.682326,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.308192,0.308938,0.574545,0.667305,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.307876,0.299073,0.464646,0.640243,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.307865,0.309571,0.569091,0.646874,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.307649,0.300268,0.461818,0.628255,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.307137,0.296309,0.449091,0.636978,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.306621,0.309755,0.552727,0.694922,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.305712,0.298759,0.461818,0.640267,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.305712,0.298759,0.461818,0.640267,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.305376,0.300995,0.572727,0.637947,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.304758,0.303353,0.563636,0.660389,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.303743,0.299623,0.474545,0.625239,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.303048,0.296935,0.576364,0.735048,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.301779,0.299505,0.527273,0.615405,1,"mnpo_ensemble_svm_rbf__elastic_net_lr__dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.301641,0.294766,0.454545,0.605868,1,"mnpo_ensemble_svm_linear__nb__lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.301329,0.293532,0.467273,0.611995,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.3012,0.294912,0.471717,0.630252,9,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.300408,0.296775,0.456364,0.585512,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.300399,0.300799,0.556364,0.710849,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.298822,0.296702,0.565455,0.68634,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.297752,0.290116,0.474545,0.606664,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.29626,0.287927,0.456364,0.625476,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.296137,0.290275,0.554545,0.724699,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.295775,0.289235,0.578182,0.639574,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.295765,0.290476,0.449091,0.62201,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.295492,0.293401,0.550909,0.641981,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.295067,0.286504,0.46,0.662271,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.294398,0.2858,0.450909,0.622426,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.291471,0.285334,0.449091,0.573323,5,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.289889,0.285221,0.541818,0.618859,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.286836,0.28392,0.529091,0.685559,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.284831,0.281629,0.556364,0.642783,5,"dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.280576,0.258383,0.363636,0.747197,1,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.276837,0.262465,0.409091,0.61214,1,"mnpo_ensemble_nb__svm_linear__lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",550,20530,0.26311,0.26852,0.454545,0.576359,1,"mnpo_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.898327,0.860622,0.894737,0.93565,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.894788,0.881694,0.915789,0.907979,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.891248,0.905,0.936842,0.955598,1,"svm_linear"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.884492,0.891144,0.926316,0.962677,1,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.882802,0.888045,0.923684,0.95045,4,"tabpfn"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.881274,0.856582,0.894737,0.927284,1,"mnpo_realmlp"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.881274,0.856582,0.894737,0.927284,1,"mnpo_realmlp"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.879794,0.875948,0.913684,0.924196,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.878378,0.885102,0.922105,0.941956,5,"tabpfn"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.87323,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.8713,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.882239,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.876555,0.885356,0.922807,0.950879,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.874356,0.871049,0.910526,0.937902,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.874324,0.877075,0.915789,0.907851,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.874324,0.876766,0.915789,0.933719,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.873338,0.85111,0.891228,0.924281,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.896396,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.870914,0.875778,0.915789,0.917503,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.869562,0.873443,0.913684,0.92574,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.869562,0.87334,0.913684,0.922136,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.868919,0.866143,0.907368,0.917632,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.868919,0.866677,0.907368,0.921107,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.868919,0.866738,0.907368,0.926898,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.868211,0.870633,0.911579,0.920335,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.867761,0.832746,0.873684,0.954955,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.867761,0.832746,0.873684,0.954955,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.86686,0.867804,0.909474,0.910553,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.866152,0.872242,0.913684,0.94556,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864801,0.869472,0.911579,0.925869,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864801,0.869943,0.911579,0.932432,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.8713,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.8713,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864221,0.852292,0.894737,0.927928,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864141,0.865807,0.907895,0.918758,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864129,0.867402,0.909774,0.939603,7,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864093,0.874567,0.915789,0.93269,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.864093,0.874275,0.915789,0.928571,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.863042,0.859007,0.901754,0.928357,3,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.863042,0.859007,0.901754,0.928357,3,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.863042,0.859007,0.901754,0.928357,3,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.863042,0.859007,0.901754,0.928357,3,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.863042,0.859007,0.901754,0.928357,3,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.862741,0.87167,0.913684,0.928958,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.862098,0.865195,0.907368,0.918147,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.86139,0.869801,0.911579,0.929472,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.915058,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.902188,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.860682,0.873392,0.915789,0.917471,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.859878,0.864332,0.907895,0.927124,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.859878,0.864368,0.907895,0.930985,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.859395,0.859714,0.903158,0.927799,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.859331,0.870877,0.913684,0.926512,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.859073,0.856842,0.9,0.907336,2,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.858823,0.866117,0.909942,0.928714,9,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.858687,0.863474,0.907368,0.924582,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.858044,0.856618,0.901053,0.922394,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.923423,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,1,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.857336,0.860899,0.905263,0.925869,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.856178,0.864284,0.908772,0.928571,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.855985,0.85787,0.903158,0.916602,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.855775,0.83694,0.881579,0.915701,4,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.855277,0.862481,0.907368,0.935907,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.855277,0.862399,0.907368,0.928443,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.855105,0.853109,0.898246,0.927499,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.854633,0.855738,0.901053,0.914929,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.854569,0.866814,0.911579,0.905405,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.859701,0.905263,0.925676,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.958172,1,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.859835,0.905263,0.917889,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.859857,0.905263,0.919949,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.953024,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.962677,1,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853282,0.852812,0.898947,0.915058,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853282,0.853144,0.898947,0.914543,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.853175,0.858392,0.904094,0.927785,9,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852853,0.849148,0.894737,0.931789,3,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852574,0.85741,0.903158,0.924582,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852574,0.857254,0.903158,0.918018,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852574,0.857357,0.903158,0.925483,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852317,0.84249,0.889474,0.937098,4,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852236,0.856497,0.902632,0.934524,4,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852236,0.856497,0.902632,0.934524,4,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.852236,0.856497,0.902632,0.934524,4,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.851866,0.861316,0.907368,0.92677,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.851673,0.85567,0.901754,0.928142,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.850708,0.82766,0.873684,0.914254,4,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.850547,0.853202,0.9,0.881274,2,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.850547,0.853202,0.9,0.880952,2,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.850547,0.853338,0.9,0.916345,2,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.850493,0.863154,0.908772,0.909695,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.849871,0.852395,0.898947,0.919691,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.849421,0.851932,0.898246,0.931574,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.849421,0.851367,0.898246,0.911411,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.849163,0.85633,0.903158,0.91686,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.848777,0.863351,0.910526,0.945624,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.848777,0.863351,0.910526,0.945624,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.848777,0.863351,0.910526,0.945624,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.848777,0.863351,0.910526,0.945624,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.848777,0.863351,0.910526,0.945624,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84852,0.849802,0.896842,0.922136,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847973,0.855495,0.902632,0.920849,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847236,0.894737,0.925869,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.846892,0.894737,0.918919,2,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.846839,0.894737,0.913127,2,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.846984,0.894737,0.924925,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.914414,2,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.914414,2,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.956885,1,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.868726,1,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.868726,1,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.914414,2,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.846461,0.850908,0.898947,0.925483,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.845753,0.855202,0.903158,0.926512,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.845753,0.855179,0.903158,0.923552,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.845109,0.848962,0.896842,0.922265,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.845045,0.859311,0.907368,0.922008,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.844916,0.843133,0.891228,0.898327,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.844402,0.852229,0.901053,0.924839,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.844402,0.85251,0.901053,0.917117,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.844402,0.852482,0.901053,0.920592,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.841292,0.889474,0.916345,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.840923,0.889474,0.922458,2,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.840923,0.889474,0.953024,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.841292,0.889474,0.916345,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.840923,0.889474,0.953024,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.841292,0.889474,0.916345,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.841292,0.889474,0.935972,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.840923,0.889474,0.910875,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84379,0.841292,0.889474,0.922458,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.843758,0.84477,0.894737,0.920463,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.843629,0.869426,0.915789,0.936293,2,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.84305,0.850247,0.898947,0.920721,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.841699,0.847494,0.896842,0.924453,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.840412,0.83436,0.884211,0.92825,2,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.909266,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.915701,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.933076,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.893179,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.83964,0.848817,0.898947,0.920849,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.837645,0.840508,0.890526,0.916731,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.837645,0.840032,0.890526,0.920077,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.83758,0.849752,0.901053,0.923166,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.837194,0.804871,0.852632,0.93565,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.837033,0.828368,0.878947,0.909588,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.836873,0.853853,0.905263,0.910124,3,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.836873,0.854608,0.905263,0.938224,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.897683,1,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.835907,0.827008,0.877193,0.907336,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.835264,0.837368,0.889474,0.912484,2,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.834878,0.845107,0.896842,0.862033,5,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.834728,0.832816,0.884211,0.938009,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.834728,0.832816,0.884211,0.929644,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833655,0.82254,0.873684,0.931145,1,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833494,0.846569,0.9,0.916667,2,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833494,0.846569,0.9,0.916667,2,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833494,0.846569,0.9,0.916667,2,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833494,0.846569,0.9,0.916667,2,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.833494,0.846569,0.9,0.916667,2,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.832819,0.846353,0.898947,0.911583,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.832368,0.845263,0.898246,0.90562,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.832175,0.839969,0.892632,0.920206,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.831885,0.831809,0.884211,0.894788,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.831467,0.843853,0.896842,0.903218,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.830277,0.816947,0.868421,0.944015,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.830116,0.841271,0.894737,0.908366,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.830116,0.841534,0.894737,0.907079,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.830116,0.84112,0.894737,0.924228,4,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.830116,0.841699,0.894737,0.870737,4,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.8287,0.850102,0.903158,0.906049,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.828507,0.82564,0.878947,0.921493,2,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.827971,0.820613,0.873684,0.910982,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.825719,0.816675,0.870175,0.910553,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.825129,0.819571,0.873684,0.929215,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.825129,0.819649,0.873684,0.934363,2,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.82352,0.805899,0.857895,0.906049,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.892535,1,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.820528,0.844066,0.901053,0.915187,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.814457,0.797027,0.852632,0.917632,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.814457,0.797027,0.852632,0.918061,3,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.807014,0.818928,0.88,0.901931,5,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.806467,0.798551,0.857895,0.927606,2,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.806306,0.822551,0.884211,0.810811,1,"mnpo_ensemble_elastic_net_lr__dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.802767,0.842396,0.905263,0.93565,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.802767,0.842396,0.905263,0.934363,1,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.801802,0.814046,0.877193,0.909695,3,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",472,20530,0.801319,0.80208,0.863158,0.898649,2,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,1,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,1,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.586304,0.557056,0.577778,0.730135,1,"mnpo_ensemble_dlda__svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.575232,0.573333,0.633333,0.71057,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.575232,0.573333,0.633333,0.71057,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.575232,0.573333,0.633333,0.71057,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.573728,0.574555,0.633333,0.757945,1,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.573728,0.574555,0.633333,0.757945,1,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.572055,0.572306,0.588889,0.721081,2,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.569453,0.565121,0.577778,0.718057,1,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.549285,0.558414,0.577778,0.669422,1,"mnpo_ensemble_knn__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.549011,0.556536,0.584444,0.703764,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.546805,0.55239,0.582222,0.712908,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.544965,0.547027,0.588889,0.737393,1,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.539334,0.538136,0.564444,0.692974,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.536907,0.538434,0.575556,0.666472,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.535375,0.529788,0.561111,0.719752,2,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.535375,0.529788,0.561111,0.719752,2,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.534881,0.535738,0.588889,0.697174,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.534432,0.530738,0.55,0.739738,2,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.533587,0.536844,0.573333,0.702196,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.533422,0.515994,0.522222,0.698285,1,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.531682,0.536042,0.571111,0.693262,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.531343,0.535049,0.568889,0.707695,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.531343,0.53373,0.568889,0.680937,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.529559,0.532308,0.594444,0.654739,2,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.529559,0.532308,0.594444,0.654739,2,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.528801,0.533789,0.573333,0.702342,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.528365,0.531521,0.577778,0.710203,1,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.528365,0.531521,0.577778,0.710203,1,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.528365,0.531521,0.577778,0.710203,1,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.528173,0.53484,0.566667,0.688789,1,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.527985,0.531732,0.564444,0.684902,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.527421,0.539095,0.566667,0.645371,1,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.527407,0.48877,0.522222,0.738408,1,"mnpo_dbda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.526269,0.529564,0.564444,0.707115,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.526266,0.52823,0.555556,0.69279,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.525564,0.531736,0.553333,0.70125,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.525411,0.525988,0.544444,0.684032,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.524326,0.529969,0.56,0.700372,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.523612,0.526193,0.562222,0.694307,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.523308,0.52311,0.553333,0.69586,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.522722,0.529708,0.557778,0.696706,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.521492,0.522052,0.551111,0.684343,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.520846,0.507133,0.524444,0.675093,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.520515,0.490236,0.502778,0.672687,4,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.519018,0.516396,0.533333,0.660282,1,"mnpo_cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.518387,0.520732,0.557778,0.691004,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.518089,0.5219,0.566667,0.682888,2,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.517871,0.519307,0.548889,0.686192,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.517271,0.510227,0.55,0.709007,2,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.517271,0.510227,0.55,0.709007,2,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.517271,0.510227,0.55,0.709007,2,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.517271,0.510227,0.55,0.709007,2,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.516258,0.521282,0.56,0.69898,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.515642,0.514657,0.555556,0.748963,1,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.515642,0.514657,0.555556,0.748963,1,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.514999,0.510368,0.537778,0.671146,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.514513,0.51003,0.544444,0.675868,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.51395,0.516206,0.546667,0.684309,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.513077,0.507094,0.555556,0.685657,1,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.512325,0.507108,0.555556,0.726013,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.512325,0.514062,0.555556,0.629905,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.512325,0.514062,0.555556,0.629905,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.512325,0.514062,0.555556,0.629905,1,"mnpo_ensemble_dlda__knn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511848,0.512889,0.574074,0.640776,3,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511381,0.511212,0.544444,0.668599,1,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511381,0.511212,0.544444,0.668599,1,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511381,0.511212,0.544444,0.668599,1,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511072,0.515469,0.561111,0.636802,2,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.511072,0.515469,0.561111,0.636802,2,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.509539,0.511709,0.542222,0.68123,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508748,0.510721,0.54,0.673553,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508627,0.494297,0.508889,0.670932,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508501,0.503989,0.546667,0.684111,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508459,0.51101,0.535556,0.692188,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508347,0.509605,0.537778,0.681046,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508347,0.509605,0.537778,0.681046,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508347,0.509605,0.537778,0.681046,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508347,0.509605,0.537778,0.681046,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.508347,0.509605,0.537778,0.681046,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507887,0.490704,0.504444,0.672823,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507634,0.512275,0.54,0.67573,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507548,0.49157,0.502222,0.665807,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507253,0.511151,0.566667,0.650881,1,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507253,0.511151,0.566667,0.650881,1,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.507245,0.494516,0.512346,0.671914,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.506985,0.492317,0.504444,0.671808,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.506737,0.492382,0.511111,0.694962,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.506737,0.492382,0.511111,0.694962,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.506737,0.492382,0.511111,0.694962,1,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.506292,0.508337,0.535556,0.675964,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.505558,0.5079,0.555556,0.721052,1,"mnpo_svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.505092,0.48665,0.497778,0.662315,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.504614,0.502686,0.537778,0.688724,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.504379,0.487319,0.5,0.676665,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.504154,0.489122,0.508642,0.670767,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.503186,0.487774,0.504938,0.668144,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.50295,0.489523,0.508642,0.670502,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.502949,0.485418,0.495556,0.666098,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.502323,0.487318,0.497778,0.669489,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.501908,0.480823,0.491111,0.663982,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.50146,0.503261,0.566667,0.69486,2,"mnpo_tabpfn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.500914,0.498556,0.522222,0.664819,2,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.500062,0.497918,0.52,0.67265,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.499971,0.487777,0.504444,0.665079,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.499537,0.495869,0.524444,0.675573,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.498927,0.481575,0.491111,0.668915,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.496833,0.477661,0.486667,0.66708,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.496571,0.475733,0.488889,0.665881,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.496535,0.498351,0.538889,0.632702,2,"mnpo_ensemble_dlda__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.496479,0.494365,0.52,0.67699,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.495551,0.494238,0.513333,0.666292,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.495483,0.483663,0.495556,0.665387,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.495217,0.479325,0.488889,0.66309,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.495017,0.497386,0.531111,0.681297,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.494828,0.498885,0.528889,0.660845,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.494247,0.488311,0.511111,0.659139,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.493646,0.48664,0.511111,0.697934,2,"mnpo_elastic_net_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.49359,0.499133,0.535556,0.684416,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.4928,0.475235,0.486667,0.66542,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.492272,0.474064,0.482222,0.672284,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.492198,0.476422,0.486667,0.659035,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491891,0.488198,0.508889,0.657539,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491824,0.477523,0.491111,0.671095,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491254,0.477114,0.493827,0.669059,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.491234,0.473268,0.486667,0.669446,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.490081,0.48988,0.531111,0.665831,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.488109,0.48599,0.511111,0.6692,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.488052,0.477073,0.488889,0.673486,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487519,0.482624,0.506667,0.661245,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.487262,0.486219,0.533333,0.683693,2,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.48713,0.477567,0.5,0.683851,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.48713,0.477567,0.5,0.683851,1,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.486458,0.473495,0.490123,0.670183,9,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.486272,0.488084,0.526667,0.670774,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.485145,0.471753,0.484444,0.657792,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.485057,0.47004,0.484444,0.65882,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.484488,0.479997,0.508889,0.652721,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.482321,0.480861,0.508889,0.670974,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.481825,0.481082,0.528889,0.678269,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.481692,0.477688,0.502222,0.640224,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.481297,0.46587,0.477778,0.659758,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.480519,0.460939,0.471111,0.663514,5,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.478045,0.47054,0.493827,0.653481,9,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.476276,0.466662,0.486667,0.643374,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.475114,0.473612,0.497778,0.636168,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.474109,0.465115,0.486667,0.650627,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.473544,0.474484,0.527778,0.608486,2,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.469718,0.465907,0.511111,0.65684,4,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.469665,0.468778,0.497778,0.654017,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.469326,0.46565,0.495556,0.645196,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.468731,0.458817,0.485185,0.653812,9,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.466446,0.465949,0.497778,0.662124,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.466006,0.464777,0.493333,0.654032,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.465968,0.461775,0.491111,0.645446,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.465405,0.463061,0.493333,0.633691,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.465396,0.462935,0.506667,0.665737,5,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.465189,0.459465,0.484444,0.645935,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.465116,0.462449,0.488889,0.657569,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462834,0.456268,0.482222,0.641575,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,1,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.461153,0.441571,0.455556,0.682755,2,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.461153,0.441571,0.455556,0.682755,2,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.461153,0.441571,0.455556,0.682755,2,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.459124,0.450439,0.48,0.632382,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.457046,0.452486,0.48,0.622075,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.45563,0.451829,0.48,0.639849,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.455515,0.453288,0.473333,0.641567,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.455515,0.453288,0.473333,0.641567,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.455515,0.453288,0.473333,0.641567,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.455515,0.453288,0.473333,0.641567,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.455515,0.453288,0.473333,0.641567,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.453723,0.447006,0.468889,0.625604,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,1,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,1,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.450279,0.445174,0.473333,0.642923,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.444614,0.443931,0.464444,0.619523,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.441722,0.438169,0.471111,0.651198,5,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",448,20530,0.428878,0.422961,0.457778,0.635932,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.733092,0.689394,0.763158,0.822099,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.733092,0.689394,0.763158,0.822099,1,"mnpo_ensemble_dlda__lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,1,"nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,1,"nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,1,"mnpo_nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,1,"mnpo_nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,1,"nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.704106,0.627778,0.710526,0.861014,1,"mnpo_gqda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.665459,0.708333,0.815789,0.802085,1,"mnpo_ensemble_dlda__svm_rbf"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.650966,0.690355,0.789474,0.784451,1,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.622947,0.608544,0.773684,0.822203,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.621981,0.617778,0.736842,0.806259,1,"mnpo_rp_ensemble"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.621981,0.617778,0.736842,0.806259,1,"mnpo_rp_ensemble"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.617552,0.607322,0.736842,0.836261,3,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,1,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.609903,0.586399,0.842105,0.859941,1,"mnpo_svm_rbf"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.609903,0.586399,0.842105,0.771023,1,"mnpo_ensemble_svm_rbf__dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.609903,0.579924,0.842105,0.739965,1,"mnpo_ensemble_nb__elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.609903,0.586399,0.842105,0.771023,1,"mnpo_ensemble_svm_rbf__dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,1,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.831674,1,"dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.603623,0.588688,0.773684,0.809353,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.603623,0.588688,0.773684,0.809353,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.603623,0.588688,0.773684,0.809353,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.603623,0.588688,0.773684,0.809353,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.597021,0.581389,0.792398,0.802364,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.596618,0.577098,0.842105,0.731214,1,"mnpo_ensemble_elastic_net_lr__knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.595169,0.591093,0.763158,0.803042,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.594203,0.587302,0.710526,0.761822,1,"gqda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.594203,0.587302,0.710526,0.761822,1,"gqda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.594203,0.587302,0.710526,0.761822,1,"gqda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.592995,0.58925,0.805263,0.831726,5,"dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.592458,0.576997,0.798246,0.822618,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.586957,0.571678,0.697368,0.82161,2,"dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.582729,0.571761,0.828947,0.769971,2,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.580918,0.540752,0.789474,0.760782,1,"sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.580918,0.540752,0.789474,0.809878,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.578502,0.575933,0.763158,0.824099,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.571256,0.560059,0.776316,0.79852,4,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.571256,0.560059,0.776316,0.79852,4,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.570317,0.557962,0.766082,0.793085,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.57029,0.564174,0.757895,0.805202,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.57029,0.578498,0.757895,0.802305,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.568841,0.554203,0.815789,0.710715,1,"mnpo_ensemble_knn__dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.567633,0.546265,0.789474,0.851838,1,"mnpo_tabm"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.567633,0.536769,0.789474,0.712221,1,"mnpo_ensemble_nb__knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.566425,0.56,0.763158,0.719757,1,"mnpo_ensemble_nb__lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.56562,0.550537,0.760234,0.821499,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.564976,0.571962,0.757895,0.774787,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.564976,0.571962,0.757895,0.774787,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.564278,0.555908,0.763158,0.792686,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.562936,0.554456,0.774854,0.795143,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.558454,0.547945,0.747368,0.813965,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.556763,0.549462,0.769006,0.791838,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.555797,0.549068,0.731579,0.810087,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.554348,0.548155,0.763158,0.729643,3,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.554348,0.535714,0.789474,0.69837,1,"mnpo_ensemble_knn__dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.554348,0.548155,0.763158,0.729643,3,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.553623,0.550106,0.757895,0.808357,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.553382,0.55658,0.752632,0.809086,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.55314,0.543434,0.684211,0.835444,1,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.55314,0.543434,0.684211,0.835444,1,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.551932,0.531746,0.736842,0.852145,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.551932,0.531746,0.736842,0.852145,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.549517,0.547192,0.754386,0.765899,3,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.549114,0.547803,0.745614,0.756914,3,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.545411,0.536853,0.752632,0.814498,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.542512,0.530848,0.763158,0.757375,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.542512,0.534848,0.747368,0.789396,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.542512,0.541653,0.747368,0.829934,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.540459,0.538131,0.776316,0.702897,2,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.539855,0.520624,0.763158,0.826751,1,"mnpo_copula_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.539614,0.529547,0.757895,0.800619,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.538889,0.531696,0.726316,0.826182,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.538647,0.525983,0.736842,0.837268,1,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.536957,0.531048,0.757895,0.799988,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.536715,0.529025,0.752632,0.824999,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.536473,0.528717,0.731579,0.775226,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.534058,0.530779,0.736842,0.793911,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.534058,0.530779,0.736842,0.793911,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.534058,0.530779,0.736842,0.793911,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.534058,0.530779,0.736842,0.793911,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.534058,0.533235,0.736842,0.80126,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.533575,0.532352,0.726316,0.803894,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.531159,0.528674,0.731579,0.808186,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.530918,0.529804,0.726316,0.802301,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.528019,0.521846,0.736842,0.773329,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.52657,0.534091,0.763158,0.736305,1,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,1,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.52402,0.522628,0.739766,0.784335,9,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.522947,0.518384,0.742105,0.788056,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.51872,0.51072,0.736842,0.755212,2,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.51872,0.51072,0.736842,0.755212,2,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.51872,0.51072,0.736842,0.755212,2,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.517391,0.516274,0.736842,0.786123,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.504831,0.502814,0.723684,0.752628,2,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.504831,0.502814,0.723684,0.752628,2,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.5,0.501076,0.705263,0.787233,5,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.457729,0.45679,0.710526,0.67831,1,"mnpo_ensemble_svm_linear__svm_rbf"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,1,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,1,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel","hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,1,"mnpo_lr"]]},"datasets":{"columns":["dataset_id","dataset_label","tier","domain","platform","n_samples_total","n_features_total","best_ba","median_profile_ba","top_profile","top_family","top_family_label","top_campaign","top_campaign_label","profile_count","sota_low","sota_high","sota_status","sota_confidence","delta_vs_sota_high"],"rows":[["tumor11_su","11-Tumor (Su)","hard","genomics","Affy HG-U133A",174,12533,1.0,0.89697,"N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO",278,0.55,0.8,"above","direct",0.2],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","medium","genomics","cDNA",50,12625,1.0,0.75,"V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge",142,0.86,0.95,"above","discounted",0.05],["carcinom_11class","Carcinom 11-class (Scikit-feature)","hard","genomics","cDNA",174,9182,1.0,0.889697,"N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO",276,0.72,0.88,"above","discounted",0.12],["colon_alon","Colon Cancer (Alon)","medium","genomics","Affy HG-U133A",62,2000,1.0,0.9,"C02_pool_legacy_plus_tabpfn","C","Pool","val18_classifiers","Val-18 Classifier",278,0.8,0.93,"above","discounted",0.07],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","hard","genomics","cDNA",108,54675,1.0,0.947751,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",201,0.88,0.98,"above","discounted",0.02],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","hard","genomics","cDNA",151,54675,1.0,0.975694,"A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.82,0.95,"above","discounted",0.05],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","easy","genomics","cDNA",132,54675,1.0,1.0,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.9,0.98,"above","proxy",0.02],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","medium","genomics","cDNA",41,54675,1.0,0.985714,"A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",140,0.78,0.9,"above","proxy",0.1],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","medium","genomics","cDNA",120,54675,1.0,0.916667,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.85,0.95,"above","discounted",0.05],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","medium","genomics","cDNA",195,22283,1.0,1.0,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",66,0.9,0.98,"above","discounted",0.02],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","medium","genomics","cDNA",52,54613,1.0,0.854167,"A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor",142,0.8,0.92,"above","proxy",0.08],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","medium","genomics","cDNA",144,54675,1.0,0.979048,"A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.8,0.92,"above","direct",0.08],["dlbcl_shipp","DLBCL (Shipp)","easy","genomics","Affy HG-U95",77,5469,1.0,0.854167,"A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.9,0.98,"above","discounted",0.02],["gli_85","Glioma (GLI_85)","medium","genomics","Affy HG-U133A",85,22283,1.0,0.8375,"A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor",278,0.75,0.87,"above","discounted",0.13],["leukemia_golub","Leukemia (Golub)","easy","genomics","Affy HG-U95",72,7129,1.0,0.93,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",278,0.93,1.0,"within","direct",0.0],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","hard","genomics","Affy HG-U133A",203,12600,1.0,0.971429,"A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor",66,0.75,0.88,"above","discounted",0.12],["lymphoma_3","Lymphoma-3 (OpenML)","medium","genomics","Affy HG-U133A",66,4026,1.0,0.986667,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",276,0.8,0.9,"above","discounted",0.1],["mll_microarray","MLL (OpenML)","easy","genomics","Affy HG-U95",72,12582,1.0,0.944444,"A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.88,0.96,"above","discounted",0.04],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","medium","genomics","cDNA",72,12533,1.0,0.928889,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.85,0.96,"above","direct",0.04],["orlraws10p","ORLraws10P (Face)","easy","non_genomic","cDNA",100,10304,1.0,0.94,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",66,0.95,1.0,"within","discounted",0.0],["ovarian_petricoin","Ovarian Cancer (Petricoin)","easy","genomics","mass-spec",253,15154,1.0,0.99697,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",278,0.95,1.0,"within","direct",0.0],["prostate_singh","Prostate Cancer (Singh)","easy","genomics","Affy HG-U95",102,12600,1.0,0.9,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",276,0.88,0.95,"above","discounted",0.05],["srbct_khan","SRBCT (Khan)","easy","genomics","cDNA",83,2308,1.0,1.0,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",202,0.92,1.0,"within","direct",0.0],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","medium","genomics","cDNA",114,20530,1.0,0.925,"A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor",142,0.82,0.93,"above","discounted",0.07],["pixraw10p","pixraw10P (Face)","easy","non_genomic","cDNA",100,10000,1.0,0.9125,"A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",276,0.96,1.0,"within","discounted",0.0],["warp_pie10p","warpPIE10P (Face)","easy","non_genomic","cDNA",210,2420,1.0,0.925,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",140,0.95,1.0,"within","discounted",0.0],["rv_coil20","COIL20 Objects (Scikit-feature)","medium","genomics","cDNA",1440,1024,0.996429,0.980476,"V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2",3,0.85,0.95,"above","proxy",0.046429],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","medium","non_genomic","cDNA",7000,5000,0.984429,0.967857,"P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage",270,0.75,0.89,"above","discounted",0.094429],["rv_basehock","BASEHOCK Text (Scikit-feature)","easy","genomics","cDNA",1993,4862,0.969975,0.936425,"P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage",201,0.9,0.97,"within","proxy",-2.5e-05],["lymphoma_9","Lymphoma-9 (OpenML)","hard","genomics","Affy HG-U133A",96,4026,0.9675,0.86625,"V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1",142,0.5,0.7,"above","proxy",0.2675],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","medium","non_genomic","cDNA",600,20000,0.95,0.903333,"N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO",142,0.75,0.89,"above","discounted",0.06],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","hard","genomics","cDNA",956,20530,0.945513,0.88828,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",272,0.55,0.72,"above","proxy",0.225513],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","medium","genomics","cDNA",111,22277,0.94494,0.678571,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.88,0.96,"within","discounted",-0.01506],["tox_171","TOX_171 (Scikit-feature)","medium","genomics","cDNA",171,5748,0.944444,0.829861,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",278,0.84,0.93,"above","discounted",0.014444],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","medium","genomics","cDNA",130,2400,0.933333,0.783333,"V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2",3,0.7,0.85,"above","proxy",0.083333],["rv_usps","USPS Handwritten Digits (Scikit-feature)","easy","genomics","cDNA",9298,256,0.931401,0.927387,"V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2",3,0.9,0.97,"within","proxy",-0.038599],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","medium","non_genomic","cDNA",200,10000,0.921717,0.763131,"P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage",276,0.75,0.89,"above","discounted",0.031717],["glioma_50_4class","Glioma (50 x 4434, 4-class)","medium","genomics","cDNA",50,4434,0.916667,0.666667,"N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO",66,0.88,0.97,"within","proxy",-0.053333],["rv_isolet","ISOLET Audio (Scikit-feature)","hard","genomics","cDNA",1560,617,0.907051,0.884615,"V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2",3,0.6,0.78,"above","proxy",0.127051],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","medium","genomics","cDNA",111,11340,0.90303,0.781818,"N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO",140,0.78,0.9,"above","discounted",0.00303],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","hard","genomics","cDNA",472,20530,0.898327,0.848777,"V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1",139,0.78,0.9,"within","discounted",-0.001673],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","medium","genomics","cDNA",171,12625,0.888889,0.755065,"V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation",66,0.62,0.78,"above","discounted",0.108889],["rv_pcmac","PCMAC Text (Scikit-feature)","medium","genomics","cDNA",1943,3289,0.882059,0.878119,"V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2",3,0.8,0.9,"within","proxy",-0.017941],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","very_hard","genomics","cDNA",281,22283,0.871429,0.816126,"A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",278,0.85,0.97,"within","discounted",-0.098571],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","hard","non_genomic","cDNA",1150,10000,0.866904,0.765675,"D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage",278,0.5,0.74,"above","discounted",0.126904],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","medium","non_genomic","cDNA",2600,500,0.856154,0.576923,"C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier",142,0.75,0.89,"within","discounted",-0.033846],["lymphoma_11","Lymphoma-11 (OpenML)","hard","genomics","Affy HG-U133A",96,4026,0.838528,0.776025,"V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1",140,0.45,0.65,"above","proxy",0.188528],["nci_61_8class","NCI (61 x 5244, 8-class proxy)","hard","genomics","cDNA",61,5244,0.833333,0.609375,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.5,0.68,"above","proxy",0.153333],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","hard","genomics","cDNA",51,28278,0.833333,0.529167,"A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor",66,0.5,0.7,"above","proxy",0.133333],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","hard","genomics","cDNA",275,20530,0.829365,0.740873,"A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor",142,0.55,0.7,"above","proxy",0.129365],["rv_relathe","RELATHE Text (Scikit-feature)","medium","genomics","cDNA",1427,4322,0.828462,0.825769,"V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2",3,0.82,0.92,"within","proxy",-0.091538],["gcm_ramaswamy","GCM (Ramaswamy)","hard","genomics","Affy HG-U133A",190,16063,0.821429,0.644048,"D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage",278,0.5,0.65,"above","direct",0.171429],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","medium","genomics","cDNA",60,7129,0.8125,0.5625,"M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS",276,0.74,0.86,"within","discounted",-0.0475],["breast_vantveer","Breast Cancer Prognosis (van 't Veer)","medium","genomics","cDNA",97,24481,0.808081,0.648779,"N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO",66,0.75,0.87,"within","direct",-0.061919],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","hard","genomics","cDNA",164,20530,0.804924,0.691856,"V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge",276,0.55,0.72,"above","discounted",0.084924],["xena_tcga_coad_cms","TCGA-COAD Colorectal (Xena, histological 2-class)","hard","genomics","cDNA",323,20530,0.804825,0.698794,"V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge",66,0.58,0.75,"above","direct",0.054825],["smk_can_187","SMK_CAN_187 (Smoking)","medium","genomics","Affy HG-U133A",187,19993,0.798611,0.665556,"M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS",276,0.65,0.8,"within","discounted",-0.001389],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","hard","genomics","cDNA",180,49151,0.753125,0.609453,"V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge",142,0.58,0.72,"above","discounted",0.033125],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","hard","genomics","cDNA",299,20530,0.738544,0.531896,"V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1",142,0.48,0.65,"above","discounted",0.088544],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, 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subset",0.812247,0.846061,1.0,24],["V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.812111,0.852273,1.0,24],["A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",0.812019,0.868255,1.0,63],["N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.811923,0.858333,1.0,63],["N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.811752,0.859722,1.0,63],["N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.811673,0.85,1.0,63],["W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.810345,0.877763,1.0,24],["N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.810098,0.868056,1.0,63],["N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.810051,0.878977,1.0,63],["V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.81001,0.875682,1.0,24],["N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.810001,0.85625,1.0,63],["N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.809995,0.869318,1.0,62],["W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.809897,0.84337,1.0,24],["W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.809803,0.858117,1.0,24],["C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.809408,0.85697,1.0,24],["N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.80937,0.858333,1.0,63],["N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.808983,0.851233,1.0,63],["W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.808817,0.84881,1.0,24],["A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",0.808698,0.875,1.0,63],["W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.80858,0.859091,1.0,24],["N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.808493,0.856119,1.0,63],["V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.808464,0.852273,1.0,24],["V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.808157,0.844886,1.0,24],["V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.807831,0.852273,1.0,24],["V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.80731,0.854545,1.0,24],["N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.807206,0.856439,1.0,63],["W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",0.806982,0.872859,1.0,24],["A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",0.806514,0.86212,1.0,63],["N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.806083,0.85,1.0,63],["P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",0.805069,0.836599,1.0,23],["V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.804909,0.849394,0.994444,24],["V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.803062,0.840167,0.988889,24],["N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.802912,0.854167,1.0,50],["N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.802731,0.855775,1.0,63],["C_ONLY_rp_ensemble","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.802629,0.840167,0.993333,24],["S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.802629,0.840167,0.993333,24],["V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",0.802455,0.8575,1.0,63],["N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.801126,0.854672,1.0,62],["V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.801019,0.866818,0.99697,24],["V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",0.800968,0.840296,1.0,24],["N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.798555,0.847619,1.0,63],["V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",0.798522,0.832143,1.0,24],["C_ONLY_near_subspace","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.79836,0.848485,0.990909,24],["V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",0.798273,0.835417,1.0,24],["V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",0.798225,0.835417,1.0,24],["V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",0.798082,0.837587,1.0,24],["N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",0.795788,0.842241,1.0,50],["C_ONLY_dlda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.795785,0.835417,0.99697,24],["C_ONLY_shrinkage_lda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.795785,0.835417,0.99697,24],["C_ONLY_spatial_median_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.795277,0.860737,0.973333,24],["C_ONLY_nsc","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.794629,0.865152,0.973333,24],["V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.792625,0.855303,0.973333,24],["V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.790394,0.831894,0.994444,24],["C03_pool_mnpo_core","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.789575,0.846414,1.0,23],["V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.787703,0.833333,1.0,63],["S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.786204,0.863636,0.98,24],["C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.786191,0.84048,0.994444,24],["C_ONLY_dbda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.786103,0.863636,0.98,24],["V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.784771,0.845455,1.0,63],["V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.784619,0.838235,0.988889,24],["V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",0.784008,0.833333,1.0,63],["V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.783833,0.85,1.0,63],["V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.781461,0.829149,1.0,63],["V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",0.78107,0.833333,1.0,63],["C_ONLY_cpda","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.779342,0.826042,0.99697,24],["V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.778468,0.80928,1.0,59],["C_ONLY_nb","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.778416,0.797645,0.979798,24],["C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.775734,0.840412,1.0,63],["M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.773411,0.845833,1.0,48],["M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.770687,0.843034,1.0,48],["C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.76907,0.8125,1.0,62],["C_ONLY_gqda","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.768791,0.775209,0.986667,24],["S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",0.768791,0.775209,0.986667,24],["V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",0.768221,0.82381,1.0,63],["M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.767879,0.811111,1.0,48],["V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.767518,0.792431,0.979798,24],["V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.767281,0.80303,1.0,59],["M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.767236,0.842917,1.0,48],["V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",0.766462,0.816694,1.0,63],["M_RAW_ipss","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.766157,0.851388,1.0,48],["M_RAW_mrmr_jmi","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.764323,0.804769,1.0,48],["M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.76382,0.835813,1.0,48],["M_RAW_pfc_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.761551,0.818042,1.0,48],["V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.761248,0.8,1.0,63],["M_RAW_sir_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.761173,0.818042,1.0,48],["M_RAW_mutual_information","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.760869,0.814982,1.0,48],["M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.760592,0.823106,1.0,48],["M_RAW_group_sparse_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.760397,0.821181,1.0,48],["M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.759874,0.8175,1.0,48],["V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.759855,0.820227,0.990909,24],["M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.759817,0.808364,1.0,48],["M_RAW_iterative_redundancy_pruning_bounded","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.759414,0.809318,1.0,48],["M_RAW_linear_svm","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.759151,0.83129,1.0,48],["M_RAW_joint_auc_l1","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.758655,0.823333,1.0,48],["M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.758259,0.783022,1.0,48],["M_RAW_iterative_redundancy_pruning","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.758053,0.81697,1.0,48],["M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.757229,0.786111,1.0,48],["M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.7567,0.830229,1.0,48],["M_RAW_ova_ensemble","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.756293,0.821187,1.0,48],["M_RAW_oaenet","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755708,0.821591,1.0,48],["M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755572,0.824033,1.0,48],["M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755535,0.821667,1.0,48],["M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755077,0.822082,1.0,48],["M_RAW_rfecv","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755028,0.825833,1.0,48],["M_RAW_ktsp","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.755014,0.804167,1.0,48],["M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.75484,0.816706,1.0,48],["M_RAW_relieff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.754686,0.81452,1.0,48],["M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.754545,0.778788,1.0,48],["C_ONLY_copula_da","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.754498,0.801197,1.0,24],["V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",0.754454,0.791571,1.0,63],["M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.754397,0.817208,1.0,48],["M_RAW_sparse_multinomial","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.754313,0.822764,1.0,48],["M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.754026,0.763262,1.0,48],["M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.753682,0.81125,1.0,48],["M_RAW_slce_centroid_encoder","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.753648,0.805,1.0,48],["M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.75356,0.834318,1.0,48],["M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.753364,0.795833,1.0,48],["M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.753178,0.815159,1.0,48],["M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.753065,0.81,1.0,48],["M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.752376,0.770581,1.0,48],["V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",0.75223,0.8,1.0,63],["V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",0.752202,0.791619,1.0,62],["M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.751976,0.763131,1.0,48],["M_RAW_hsic_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.751972,0.817273,1.0,48],["V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",0.75186,0.795785,1.0,63],["M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.751701,0.81,1.0,48],["M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.750781,0.823117,1.0,48],["M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.750617,0.786768,1.0,48],["M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.750265,0.775,1.0,48],["M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.750152,0.827083,1.0,48],["M_RAW_joint_multiclass_support","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.749906,0.818446,1.0,48],["M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.749477,0.759636,1.0,63],["V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.748992,0.775253,1.0,63],["M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.748737,0.81125,1.0,48],["A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",0.748538,0.758296,1.0,63],["M_RAW_save_sdr","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.748362,0.815264,1.0,48],["V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",0.748141,0.77702,1.0,63],["V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",0.747945,0.8,1.0,63],["V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",0.747486,0.800803,1.0,63],["M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.747285,0.809019,1.0,48],["M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.746891,0.780177,1.0,48],["M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",0.746888,0.80078,1.0,48],["M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.746155,0.763131,1.0,48],["M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",0.746092,0.831131,1.0,48],["M_RAW_nearest_shrunken_centroid","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel",0.722204,0.729444,0.993333,24],["V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.719548,0.756111,0.99,24],["V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",0.675957,0.710794,0.889697,24]]},"runs":{"columns":["dataset_id","dataset_label","profile","family","family_label","campaign","campaign_label","campaign_scope","campaign_scope_label","seed","tier","domain","platform","n_samples_total","n_features_total","balanced_accuracy","macro_f1","accuracy","roc_auc","model"],"rows":[["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.755051,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 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FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.800505,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.689394,0.673162,0.675,0.770202,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.734848,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.808081,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.909091,0.9,0.9,0.901515,"copula_da"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.641414,0.641944,0.65,0.666667,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.84596,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.808081,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.828283,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.825758,0.82401,0.825,0.916667,"cpda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.739899,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.79798,0.79798,0.8,0.856061,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.815657,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.85101,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.853535,0.849624,0.85,0.881313,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.691919,0.693095,0.7,0.775253,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.69697,0.69697,0.7,0.785354,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.767677,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.871212,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.79798,0.79798,0.8,0.861111,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.641414,0.641944,0.65,0.772727,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.767677,0.747475,0.75,0.896465,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.69697,0.69697,0.7,0.761364,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.868687,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.820707,0.822222,0.825,0.891414,"knn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.623737,0.622879,0.625,0.632576,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.722222,0.693095,0.7,0.856061,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.684343,0.674797,0.675,0.65404,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.656566,0.65,0.65,0.767677,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.757576,0.75,0.75,0.814394,"nb"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.800505,"near_subspace"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.818182,0.79798,0.8,0.813131,"near_subspace"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.805556,"near_subspace"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.871212,"near_subspace"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.825758,0.82401,0.825,0.916667,"near_subspace"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.623737,0.622879,0.625,0.569444,"nsc"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.64899,0.613153,0.625,0.782828,"nsc"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.684343,0.674797,0.675,0.643939,"nsc"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.656566,0.65,0.65,0.700758,"nsc"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.707071,0.7,0.7,0.772727,"nsc"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.641414,0.641944,0.65,0.641414,"pls_da_classifier"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.790404,0.773727,0.775,0.790404,"pls_da_classifier"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.583333,0.574734,0.575,0.583333,"pls_da_classifier"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.79798,0.79798,0.8,0.79798,"pls_da_classifier"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.830808,0.824891,0.825,0.830808,"pls_da_classifier"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.613636,0.613153,0.625,0.661616,"realmlp"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.772727,0.744246,0.75,0.843434,"realmlp"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.674242,0.673162,0.675,0.734848,"realmlp"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.861111,"realmlp"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.825758,0.82401,0.825,0.866162,"realmlp"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.545455,0.545455,0.55,0.530303,"rff_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.611111,0.598997,0.6,0.661616,"rff_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.674242,0.673162,0.675,0.717172,"rff_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.707071,0.7,0.7,0.712121,"rff_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.70202,0.699248,0.7,0.780303,"rff_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.618687,0.619048,0.625,0.633838,"rp_ensemble"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.64899,0.613153,0.625,0.752525,"rp_ensemble"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.623737,0.622879,0.625,0.684343,"rp_ensemble"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.752525,0.749373,0.75,0.775253,"rp_ensemble"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.853535,0.849624,0.85,0.909091,"rp_ensemble"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.734848,"sglnn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.785354,0.774859,0.775,0.886364,"sglnn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.60101,0.598997,0.6,0.709596,"sglnn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.742424,0.744246,0.75,0.85101,"sglnn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.795455,"sglnn"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.714646,0.716312,0.725,0.739899,"shrinkage_lda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.79798,0.79798,0.8,0.856061,"shrinkage_lda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.815657,"shrinkage_lda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.747475,0.747475,0.75,0.85101,"shrinkage_lda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.853535,0.849624,0.85,0.881313,"shrinkage_lda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.674242,0.673162,0.675,0.739899,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.770202,0.771429,0.775,0.790404,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",200,10000,0.69697,0.69697,0.7,0.782828,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",200,10000,0.775253,0.773727,0.775,0.858586,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",200,10000,0.79798,0.79798,0.8,0.878788,"svm_linear"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.792929,0.795396,0.8,0.787879,"svm_rbf"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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(NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","non_genomic","cDNA",200,10000,0.618687,0.619048,0.625,0.752525,"elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","non_genomic","cDNA",200,10000,0.487374,0.47203,0.475,0.691919,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","non_genomic","cDNA",200,10000,0.590909,0.590793,0.6,0.742424,"dlda"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","non_genomic","cDNA",200,10000,0.825758,0.82401,0.825,0.839646,"mnpo_ensemble_lr__elastic_net_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",200,10000,0.674242,0.673162,0.675,0.770202,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",200,10000,0.69697,0.69697,0.7,0.787879,"mnpo_lr"],["arcene_nips03","ARCENE (NIPS 2003 FS Challenge)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.912698,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.755952,0.8,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.5,0.47619,0.6,0.865079,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.580952,0.7,0.920635,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.81746,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.533333,0.6,0.833333,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.333333,0.291667,0.4,0.734127,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.5,0.458333,0.6,0.769841,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.5625,0.6,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.924603,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.5,0.6,0.888889,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.604762,0.5,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.583333,0.492857,0.5,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.25,0.238095,0.3,0.734127,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.5625,0.6,0.896825,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.8375,0.8,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.5,0.6,0.789683,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.604762,0.5,0.845238,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.809524,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.805556,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,0.904762,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.5625,0.6,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.380952,0.5,0.793651,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.777778,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.988095,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.730952,0.7,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.333333,0.342857,0.4,0.753968,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.583333,0.492857,0.5,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.97619,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.793651,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.912698,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.924603,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.928571,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.514286,0.6,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.873016,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.988095,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.940476,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.5,0.6,0.853175,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.672619,0.7,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.912698,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.333333,0.291667,0.4,0.793651,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.936508,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.75,0.8,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.5,0.479167,0.6,0.948413,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.948413,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.647619,0.6,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.580952,0.7,0.912698,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.579167,0.6,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.920635,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.952381,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.5,0.6,0.777778,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.936508,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.84127,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.988095,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.759524,0.7,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,0.801587,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.964286,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.339286,0.5,0.777778,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.936508,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.75,0.8,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.7375,0.7,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.77381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.505952,0.6,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.912698,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.5,0.480952,0.6,0.900794,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.755952,0.8,0.988095,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.896825,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.591667,0.6,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.888889,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.896825,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.940476,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.583333,0.492857,0.5,0.845238,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.666667,0.6,0.833333,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.830952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.4125,0.5,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.988095,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.583333,0.516667,0.5,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.166667,0.171429,0.2,0.694444,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.517857,0.5,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.97619,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.6,0.6,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.888889,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.434524,0.5,0.861111,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.964286,"elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.583333,0.571429,0.5,0.821429,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.880952,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.583333,0.535714,0.5,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.479167,0.6,0.853175,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.892857,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.416667,0.296429,0.3,0.845238,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.829365,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.928571,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.666667,0.7,0.928571,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.928571,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.416667,0.296429,0.3,0.845238,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.829365,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.625,0.6,0.845238,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.583333,0.4125,0.5,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.928571,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.916667,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.564286,0.6,0.892857,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.780952,0.8,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.416667,0.409524,0.5,0.829365,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.964286,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.916667,0.866667,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.547619,0.7,0.849206,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.964286,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.583333,0.492857,0.5,0.880952,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 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2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,0.952381,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.6,0.6,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.869048,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.25,0.238095,0.3,0.722222,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.742857,0.7,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.833333,0.8125,0.8,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.6,0.6,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.940476,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.857143,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.5,0.404762,0.4,0.845238,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.912698,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.97619,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.960317,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.892857,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,"svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.912698,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.75,0.714286,0.9,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.916667,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.6,0.6,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.888889,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.583333,0.441667,0.5,0.781746,"gqda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark 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panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.625,0.6,0.880952,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.81746,"mnpo_nsc"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"mnpo_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.928571,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 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panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,"dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.7,0.7,0.952381,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.647619,0.6,0.904762,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.5,0.380952,0.6,1.0,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.583333,0.6,0.845238,"mnpo_nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.583333,0.491667,0.5,0.857143,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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12625, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.952381,"mnpo_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.769841,"mnpo_near_subspace"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.672619,0.7,0.880952,"mnpo_dbda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,0.952381,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.666667,0.564286,0.6,0.928571,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.5,0.446429,0.4,0.845238,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.865079,"mnpo_elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.75,0.664286,0.7,0.97619,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.666667,0.67619,0.6,0.869048,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.865079,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,0.75,0.679167,0.7,0.904762,"mnpo_spatial_median_da"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.583333,0.526786,0.7,1.0,"mnpo_dlda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.5,0.479167,0.6,0.900794,"mnpo_near_subspace"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.25,0.225,0.3,0.761905,"mnpo_dbda"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.5,0.457143,0.6,0.880952,"mnpo_near_subspace"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.952381,"svm_rbf"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 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panel",11,"medium","genomics","cDNA",50,12625,0.833333,0.775,0.8,0.964286,"nb"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.666667,0.628571,0.8,0.960317,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",50,12625,0.583333,0.439286,0.5,0.892857,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",50,12625,0.833333,0.833333,0.8,0.928571,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",50,12625,0.666667,0.609524,0.6,0.84127,"lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",50,12625,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,12625,0.916667,0.914286,0.9,0.940476,"mnpo_ensemble_dlda__svm_linear__elastic_net_lr"],["brain_tumor_2_50_4class","Brain Tumor 2 — Nutt 2003 (50 x 12625, 4-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.787879,0.75974,0.885714,0.990353,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.878788,0.893074,0.914286,0.99448,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.772727,0.796065,0.857143,0.993705,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.893939,0.872688,0.914286,0.997841,"dlda"],["carcinom_11class","Carcinom 11-class 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(Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.921212,0.921999,0.914286,0.996804,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.721212,0.70101,0.8,0.986284,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.769697,0.764791,0.857143,0.989239,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.8,0.800964,0.885714,0.991901,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.848485,0.842385,0.914286,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.936364,0.938528,0.942857,0.999394,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.757576,0.75364,0.885714,0.983957,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.863636,0.872688,0.885714,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.772727,0.75,0.885714,0.983633,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.909091,0.878788,0.971429,0.962567,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.939394,0.906061,0.942857,0.99053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.690909,0.661616,0.828571,0.989656,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.860606,0.837518,0.914286,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.909091,0.893939,0.942857,0.998623,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.863636,0.854506,0.914286,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.969697,0.951515,0.971429,0.995265,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.863636,0.852342,0.942857,0.992507,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.924242,0.930264,0.942857,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.878788,0.890909,0.914286,0.991219,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.878788,0.847619,0.942857,0.97861,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.951515,0.946609,0.942857,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.754545,0.764791,0.885714,0.977747,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.833333,0.825758,0.914286,0.979587,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.739394,0.719192,0.828571,0.979938,"dlda"],["carcinom_11class","Carcinom 11-class 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(Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.8,0.800964,0.885714,0.990604,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.848485,0.842385,0.914286,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.936364,0.938528,0.942857,0.999394,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.757576,0.745376,0.885714,0.983957,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.863636,0.872688,0.885714,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.909091,0.916667,0.942857,0.976498,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.878788,0.869658,0.942857,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.954545,0.939394,0.971429,0.99449,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.678788,0.666076,0.828571,0.98906,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.878788,0.865801,0.942857,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.954545,0.95671,0.971429,0.984332,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.833333,0.815152,0.914286,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.860606,0.840548,0.885714,0.995782,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.742424,0.729331,0.885714,0.985941,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.815152,0.776912,0.885714,0.997235,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.863636,0.846281,0.885714,0.995782,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.863636,0.863636,0.942857,0.996114,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.951515,0.952603,0.942857,0.997841,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.863636,0.847619,0.942857,0.998623,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.772727,0.75364,0.914286,0.974928,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.909091,0.896104,0.971429,0.999053,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.878788,0.866667,0.914286,0.992328,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",174,9182,0.863636,0.863636,0.942857,0.99344,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",174,9182,0.954545,0.95671,0.971429,1.0,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",174,9182,0.742424,0.744589,0.885714,0.992328,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",174,9182,0.848485,0.822727,0.914286,0.996212,"dlda"],["carcinom_11class","Carcinom 11-class (Scikit-feature)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",174,9182,0.878788,0.887839,0.914286,0.993027,"dlda"],["carcinom_11class","Carcinom 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benchmark panel",42,"medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.903302,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,11340,0.70303,0.665782,0.608696,0.750622,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,11340,0.745455,0.745455,0.652174,0.872766,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,11340,0.678788,0.675926,0.565217,0.707226,"lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"medium","genomics","cDNA",111,11340,0.748485,0.745455,0.652174,0.877855,"dbda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",111,11340,0.518182,0.515152,0.521739,0.618676,"pls_da_classifier"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.857498,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.837141,"nsc"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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(Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,11340,0.542424,0.515152,0.73913,0.895726,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,11340,0.566667,0.541311,0.782609,0.933683,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.436364,0.407663,0.608696,0.821834,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.372955,"mnpo_ensemble_elastic_net_lr__lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.399084,"mnpo_ensemble_elastic_net_lr__dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,11340,0.806061,0.805556,0.73913,0.390354,"mnpo_ensemble_dlda__knn"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,11340,0.684848,0.681818,0.565217,0.740443,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,11340,0.542424,0.515152,0.73913,0.903419,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,11340,0.9,0.901176,0.869565,0.888034,"dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.436364,0.407663,0.608696,0.855206,"elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner 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panel",37,"medium","genomics","cDNA",111,11340,0.839394,0.839817,0.782609,0.363187,"mnpo_ensemble_lr__elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.839394,0.839817,0.782609,0.369597,"mnpo_ensemble_dlda__svm_linear"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,11340,0.812121,0.809091,0.73913,0.356044,"mnpo_ensemble_dlda__elastic_net_lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,11340,0.812121,0.809091,0.73913,0.35348,"mnpo_ensemble_elastic_net_lr__dlda"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,11340,0.784848,0.769412,0.695652,0.31044,"mnpo_ensemble_dlda__svm_rbf"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,11340,0.778788,0.777778,0.695652,0.372955,"mnpo_ensemble_elastic_net_lr__lr"],["cll_sub_111","CLL_SUB_111 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,11340,0.775758,0.775744,0.695652,0.399084,"mnpo_ensemble_elastic_net_lr__dlda"],["cll_sub_111","CLL_SUB_111 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subset",37,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.5625,0.377778,0.416667,0.53125,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.46875,"nb"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.71875,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.46875,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.6875,0.58042,0.583333,0.59375,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.4375,0.4375,0.5,0.4375,"near_subspace"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.5,0.412587,0.416667,0.59375,"nsc"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.657143,0.666667,0.65625,"nsc"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5625,"nsc"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.59375,"nsc"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.5625,0.5,0.5,0.4375,"nsc"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.5625,0.555556,0.666667,0.5625,"pls_da_classifier"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,"pls_da_classifier"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.625,"pls_da_classifier"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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subset",23,"medium","genomics","cDNA",60,7129,0.75,0.733333,0.75,0.6875,"rff_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.5625,0.5,0.5,0.625,"rff_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.8125,"rff_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.875,0.828571,0.833333,0.8125,"rff_lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.625,0.58042,0.583333,0.71875,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.65625,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.4375,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.625,0.58042,0.583333,0.65625,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.625,0.58042,0.583333,0.65625,"rp_ensemble"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.5,0.495798,0.583333,0.71875,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.71875,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.5625,0.555556,0.583333,0.53125,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.3125,0.294118,0.416667,0.625,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.375,0.377778,0.416667,0.4375,"sglnn"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.6875,"shrinkage_lda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.6875,"shrinkage_lda"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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subset",11,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.8125,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.75,0.733333,0.75,0.625,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.625,0.625,0.666667,0.5625,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",60,7129,0.5,0.485714,0.5,0.5,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",60,7129,0.4375,0.412587,0.416667,0.5,"lr"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",60,7129,0.5,0.495798,0.583333,0.71875,"tabm"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.65625,"tabm"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",60,7129,0.6875,0.697479,0.75,0.53125,"tabm"],["cns_pomeroy","CNS / Brain Tumors (Pomeroy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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HG-U133A",62,2000,0.8,0.819444,0.846154,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"lr"],["colon_alon","Colon Cancer (Alon)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"dlda"],["colon_alon","Colon 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HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,"mnpo_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,"mnpo_ensemble_dlda__lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 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FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.85,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"bc_svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.5,0.380952,0.615385,0.975,"copula_da"],["colon_alon","Colon Cancer (Alon)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.5,0.380952,0.615385,0.95,"copula_da"],["colon_alon","Colon Cancer (Alon)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.875,0.845238,0.846154,0.9,"copula_da"],["colon_alon","Colon Cancer (Alon)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.5875,0.535714,0.538462,0.825,"copula_da"],["colon_alon","Colon Cancer (Alon)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"copula_da"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,1.0,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"cpda"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.875,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.95,"nb"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7,0.706767,0.769231,0.95,"nb"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.85,"nb"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.85,"nb"],["colon_alon","Colon Cancer (Alon)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"nb"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.7,0.706767,0.769231,0.975,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.6375,0.638889,0.692308,0.85,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.85,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"near_subspace"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.8375,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"pls_da_classifier"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.9,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.925,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.825,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"realmlp"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.675,0.675,0.692308,0.85,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.675,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"rff_lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.95,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"rp_ensemble"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.6375,0.638889,0.692308,0.875,"sglnn"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"sglnn"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"sglnn"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"sglnn"],["colon_alon","Colon Cancer (Alon)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"sglnn"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"shrinkage_lda"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.85,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.9,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.7375,0.745098,0.769231,0.925,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"lr"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"tabm"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.95,"tabm"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"tabm"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"tabm"],["colon_alon","Colon Cancer (Alon)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"tabm"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"mnpo_realmlp"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"mnpo_realmlp"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.7,0.706767,0.769231,1.0,"nb"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"nb"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.975,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"nb"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"knn"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.95,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.5375,0.511278,0.615385,0.75,"svm_linear"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.6375,0.638889,0.692308,0.75,"nb"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.975,"nb"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.95,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"nb"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dbda"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.925,"elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"spatial_median_da"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"nsc"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"dlda"],["colon_alon","Colon Cancer (Alon)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy 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HG-U133A",62,2000,0.775,0.763636,0.769231,0.775,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Alon)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.875,"lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.925,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"mnpo_ensemble_elastic_net_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.8875,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_ensemble_nb__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",62,2000,0.775,0.763636,0.769231,0.775,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,0.875,"mnpo_ensemble_lr__dlda"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9375,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.9,"mnpo_ensemble_elastic_net_lr__lr"],["colon_alon","Colon Cancer (Alon)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.8375,0.8375,0.846154,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.6,0.566667,0.692308,0.95,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,1.0,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_lr"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.975,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.95,"mnpo_nb"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.875,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,1.0,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.9,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",62,2000,0.8,0.819444,0.846154,1.0,"mnpo_dlda"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",62,2000,0.9375,0.921212,0.923077,0.925,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",62,2000,0.9,0.915033,0.923077,0.85,"mnpo_elastic_net_lr"],["colon_alon","Colon Cancer (Alon)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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panel",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964591,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.966667,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.949237,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.976587,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.966667,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.949237,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.976587,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.966667,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.949237,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.976587,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.975275,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,0.878571,0.88953,0.863636,0.985714,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.636508,0.632749,0.818182,0.956399,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.964286,0.958042,0.954545,0.997619,"copula_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.997059,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.970513,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"cpda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.997059,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.970513,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"dlda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,1.0,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.7,0.692398,0.909091,0.973529,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.969811,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"knn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,1.0,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.664286,0.659064,0.863636,0.94483,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.956083,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.722222,0.704044,0.909091,0.991667,"nb"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.992857,"near_subspace"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.92335,0.909091,0.986975,"near_subspace"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.997619,"near_subspace"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.922222,0.927778,0.909091,0.961161,"near_subspace"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"near_subspace"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.997059,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.964591,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"nsc"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"pls_da_classifier"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.959064,0.954545,0.965385,"pls_da_classifier"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"pls_da_classifier"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.91569,"pls_da_classifier"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"pls_da_classifier"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,0.75,0.727273,0.954545,1.0,"realmlp"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.664286,0.655769,0.863636,0.940756,"realmlp"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"realmlp"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.650794,0.628066,0.818182,0.951709,"realmlp"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"realmlp"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.500794,0.499126,0.681818,0.76746,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.736842,0.954545,0.988095,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.745238,0.676471,0.681818,0.916311,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.545238,0.53686,0.681818,0.708841,"rff_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"rp_ensemble"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.959064,0.954545,0.997059,"rp_ensemble"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"rp_ensemble"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.965507,"rp_ensemble"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,0.997863,"rp_ensemble"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.7,0.683333,0.909091,0.967367,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.636508,0.632749,0.818182,0.944391,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.722222,0.704044,0.909091,0.97906,"sglnn"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"shrinkage_lda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.997059,"shrinkage_lda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"shrinkage_lda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.970513,"shrinkage_lda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"shrinkage_lda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.878571,0.88953,0.863636,0.992297,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.850794,0.791723,0.818182,0.95812,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.964286,0.958042,0.954545,0.969048,"svm_linear"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"svm_rbf"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.92335,0.909091,0.997619,"svm_rbf"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"svm_rbf"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.968864,"svm_rbf"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.964286,0.958042,0.954545,0.97381,"svm_rbf"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.997059,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.636508,0.632749,0.818182,0.97265,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"tabm"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,1.0,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"mnpo_spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,1.0,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,1.0,"mnpo_spatial_median_da"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.927991,0.909091,0.997059,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.964347,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.995482,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.927991,0.909091,0.997059,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.964347,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.995482,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.927991,0.909091,0.997059,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.950478,"mnpo_gqda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"mnpo_gqda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.927991,0.909091,0.997059,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.886508,0.897034,0.863636,0.950478,"mnpo_gqda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.972222,0.968627,0.954545,1.0,"mnpo_gqda"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.914286,0.927991,0.909091,0.997059,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,0.75,0.733333,0.954545,0.969048,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.964347,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.995482,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",108,54675,0.95,0.955556,0.954545,0.994678,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",108,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",108,54675,0.936508,0.936508,0.909091,0.975275,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes (GSE50161)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",108,54675,0.936508,0.926853,0.909091,0.997619,"mnpo_elastic_net_lr"],["cumida_brain_gse50161","CuMiDa Brain Subtypes 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(GSE45827)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",151,54675,0.979167,0.965079,0.967742,0.999094,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",151,54675,0.979167,0.976068,0.967742,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",151,54675,0.979167,0.976068,0.967742,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",151,54675,0.972222,0.972028,0.967742,0.998889,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes 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panel",59,"hard","genomics","cDNA",151,54675,0.972222,0.975045,0.967742,0.998889,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",151,54675,0.972222,0.972028,0.967742,1.0,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",151,54675,0.944444,0.94425,0.935484,0.997778,"dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE45827)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",151,54675,0.916667,0.919489,0.903226,0.992222,"lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",151,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",151,54675,0.979167,0.965079,0.967742,0.986607,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["cumida_breast_gse45827","CuMiDa Breast Subtypes (GSE45827)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 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panel",23,"medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.5625,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.9375,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.839286,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.866071,0.851613,0.869565,0.928571,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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panel",97,"medium","genomics","cDNA",111,22277,0.928571,0.946387,0.956522,1.0,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.705357,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.352679,0.356989,0.434783,0.3125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.424107,0.425,0.478261,0.3125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.589286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.866071,0.851613,0.869565,0.892857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",111,22277,0.477679,0.462338,0.608696,0.508929,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",111,22277,0.549107,0.54902,0.652174,0.678571,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",111,22277,0.96875,0.950538,0.956522,1.0,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.517857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.825893,0.839161,0.869565,0.714286,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.392857,0.393509,0.434783,0.366071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.642857,0.654655,0.782609,0.767857,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.973214,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.857143,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",111,22277,0.383929,0.383929,0.478261,0.5625,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.982143,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",111,22277,1.0,1.0,1.0,1.0,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.723214,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.598214,0.580122,0.608696,0.419643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.196429,0.203846,0.217391,0.035714,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.09375,0.115385,0.130435,0.008929,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.477679,0.462338,0.608696,0.232143,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.651786,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",111,22277,0.15625,0.178571,0.217391,0.035714,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",111,22277,0.1875,0.206897,0.26087,0.017857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",111,22277,0.1875,0.206897,0.26087,0.071429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",111,22277,0.526786,0.520833,0.565217,0.339286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.919643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.785714,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.705357,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.839286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.651786,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.629464,0.616667,0.652174,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.723214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal 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(GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.866071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.705357,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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Colorectal (GSE44861)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.830357,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.803571,0.766734,0.782609,0.821429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.825893,0.839161,0.869565,0.678571,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.776786,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.549107,0.54902,0.652174,0.571429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.866071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.75,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.857143,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.696429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.589286,0.589286,0.652174,0.464286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.8125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.276786,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.566964,0.543651,0.565217,0.758929,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.714286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.589286,0.589286,0.652174,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.825893,0.839161,0.869565,0.946429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.598214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.866071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.772321,0.72619,0.73913,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.370536,0.342857,0.347826,0.3125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.754464,0.77451,0.826087,0.821429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.549107,0.54902,0.652174,0.696429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.839286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.723214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.598214,0.580122,0.608696,0.633929,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.383929,0.383929,0.478261,0.321429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.526786,0.520833,0.565217,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.919643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.741071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.616071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.544643,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.660714,0.653763,0.695652,0.598214,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.714286,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.321429,0.329167,0.391304,0.348214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.580357,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.803571,0.766734,0.782609,0.848214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.589286,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.433036,0.417154,0.434783,0.401786,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.741071,0.68616,0.695652,0.75,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.383929,0.383929,0.478261,0.3125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.8125,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.723214,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.392857,0.393509,0.434783,0.285714,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.40625,0.361111,0.565217,0.348214,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.558036,0.554839,0.608696,0.491071,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.669643,0.634921,0.652174,0.803571,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.75,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.607143,0.557692,0.565217,0.571429,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.486607,0.486607,0.565217,0.473214,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.535714,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.866071,0.851613,0.869565,0.866071,"dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.709821,0.646154,0.652174,0.767857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.415179,0.410256,0.521739,0.392857,"lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal 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panel",37,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.8125,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.580357,0.581818,0.695652,0.6875,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.763393,0.752688,0.782609,0.821429,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.700893,0.673428,0.695652,0.776786,"mnpo_knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.517857,0.517483,0.608696,0.625,"mnpo_tabm"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.611607,0.616667,0.73913,0.875,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.982143,"mnpo_nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.928571,"mnpo_near_subspace"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.669643,0.634921,0.652174,0.839286,"gpc"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.678571,0.605714,0.608696,0.803571,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.928571,0.946387,0.956522,0.982143,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.691964,0.691964,0.73913,0.830357,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.928571,"near_subspace"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.732143,0.7125,0.73913,0.741071,"mnpo_svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.705357,"mnpo_realmlp"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.683036,0.701299,0.782609,0.875,"mnpo_gqda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.857143,0.887255,0.913043,0.982143,"mnpo_nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.834821,0.808333,0.826087,0.9375,"mnpo_near_subspace"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(GSE44861)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.866071,0.851613,0.869565,0.928571,"svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,1.0,1.0,1.0,1.0,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.90625,0.860041,0.869565,1.0,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.767857,"mnpo_ensemble_svm_rbf__knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,1.0,1.0,1.0,1.0,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.84375,0.775828,0.782609,1.0,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.928571,0.946387,0.956522,1.0,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.928571,0.946387,0.956522,0.973214,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.96875,0.950538,0.956522,0.973214,"nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.825893,0.839161,0.869565,0.897321,"mnpo_ensemble_svm_rbf__nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.651786,0.661765,0.73913,0.678571,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.946429,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.919643,"mnpo_ensemble_svm_rbf__nb"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",111,22277,0.794643,0.794643,0.826087,0.767857,"mnpo_ensemble_svm_rbf__knn"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",111,22277,0.723214,0.731935,0.782609,0.727679,"mnpo_ensemble_nb__dlda"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",111,22277,0.714286,0.744444,0.826087,0.910714,"mnpo_ensemble_nb__svm_rbf"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",111,22277,0.620536,0.624709,0.695652,0.660714,"mnpo_ensemble_svm_rbf__elastic_net_lr"],["cumida_colorectal_gse44861","CuMiDa Colorectal (GSE44861)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",111,22277,0.785714,0.820779,0.869565,0.959821,"mnpo_ensemble_nb__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE54129)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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1","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_gastric_gse54129","CuMiDa Gastric (GSE54129)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(GSE54129)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",132,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 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FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,0.964286,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(GSE12452)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(GSE12452)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",41,54675,0.928571,0.861538,0.888889,0.928571,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__svm_linear"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",41,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_headneck_gse12452","CuMiDa Head/Neck (GSE12452)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.828571,0.81298,0.877193,0.980779,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"very_hard","genomics","cDNA",281,22283,0.777489,0.762319,0.789474,0.959141,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.859524,0.866583,0.894737,0.964499,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.875108,0.835773,0.842105,0.944501,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.82381,0.825217,0.842105,0.965677,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.82619,0.824567,0.842105,0.9611,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.746032,0.727493,0.77193,0.951057,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.803968,0.796843,0.807018,0.962987,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81452,0.807018,0.958324,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.838095,0.818452,0.894737,0.976542,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"very_hard","genomics","cDNA",281,22283,0.780952,0.760631,0.789474,0.9379,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.85,0.851776,0.877193,0.972611,"rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.801299,0.794156,0.842105,0.939988,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.871429,0.863061,0.859649,0.977234,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia 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Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.814286,0.797143,0.859649,0.963423,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.802381,0.78555,0.807018,0.938301,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.790476,0.780369,0.789474,0.963047,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.792857,0.797334,0.807018,0.952067,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.752381,0.747937,0.789474,0.972818,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.829365,0.828369,0.842105,0.962957,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.809524,0.799412,0.789474,0.97041,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.828571,0.81298,0.877193,0.980779,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"very_hard","genomics","cDNA",281,22283,0.777489,0.762319,0.789474,0.959141,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.810823,0.791315,0.859649,0.957812,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.820346,0.795598,0.789474,0.955686,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.771429,0.77818,0.824561,0.968341,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.792857,0.791688,0.807018,0.96259,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.797619,0.791684,0.807018,0.940254,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.832251,0.821783,0.842105,0.954588,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.772727,0.761849,0.736842,0.934247,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.830952,0.814384,0.842105,0.9629,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"very_hard","genomics","cDNA",281,22283,0.796537,0.788485,0.824561,0.967385,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.833333,0.817127,0.894737,0.957262,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.794156,0.76246,0.789474,0.949224,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.880952,0.884631,0.877193,0.973637,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.77381,0.771727,0.77193,0.95231,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.811905,0.816855,0.842105,0.967795,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.819841,0.81398,0.824561,0.963897,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.857143,0.84617,0.842105,0.974789,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.854762,0.855857,0.877193,0.983248,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"very_hard","genomics","cDNA",281,22283,0.787013,0.769938,0.807018,0.958771,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"very_hard","genomics","cDNA",281,22283,0.791775,0.769358,0.824561,0.958268,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"very_hard","genomics","cDNA",281,22283,0.848918,0.840452,0.842105,0.957127,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"very_hard","genomics","cDNA",281,22283,0.890476,0.895905,0.894737,0.973917,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.830952,0.809792,0.842105,0.948668,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.790476,0.773045,0.842105,0.935274,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.864286,0.868571,0.894737,0.960613,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.838095,0.837003,0.842105,0.955204,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.770346,0.753693,0.77193,0.962063,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.806061,0.781781,0.842105,0.974611,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.828571,0.825191,0.824561,0.970071,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.845238,0.84,0.859649,0.979177,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.946647,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 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Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.807143,0.814567,0.842105,0.949599,"mnpo_rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.807143,0.814567,0.842105,0.949599,"mnpo_rf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.813894,0.842105,0.902068,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.749915,0.824561,0.878204,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.840476,0.836271,0.859649,0.91409,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.911206,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.813894,0.842105,0.902068,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.749915,0.824561,0.878204,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.840476,0.836271,0.859649,0.91409,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.911206,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.813894,0.842105,0.902068,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.749915,0.824561,0.878204,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.840476,0.836271,0.859649,0.91409,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.911206,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.787013,0.756115,0.754386,0.96582,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.830952,0.841662,0.877193,0.949554,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.77619,0.764401,0.824561,0.93888,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.824435,0.842105,0.956656,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.828571,0.813752,0.824561,0.968455,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.833333,0.818203,0.894737,0.943546,"flaml_lrl2"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.702381,0.668878,0.754386,0.953075,"copula_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.7,0.692259,0.736842,0.886205,"copula_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.64127,0.568433,0.561404,0.905814,"copula_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.645238,0.639127,0.736842,0.912853,"copula_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.536508,0.530985,0.614035,0.838122,"copula_da"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.953432,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.748048,0.824561,0.950807,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.790476,0.76975,0.824561,0.955908,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.802381,0.806695,0.824561,0.970823,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.795238,0.783293,0.842105,0.975382,"cpda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.953432,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.748048,0.824561,0.950807,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.854762,0.853135,0.877193,0.96729,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.972152,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.828571,0.81298,0.877193,0.964986,"dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.813894,0.842105,0.955018,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.830952,0.824764,0.842105,0.958663,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.815584,0.792396,0.77193,0.965903,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.939888,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.859524,0.864302,0.894737,0.9275,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.790476,0.773045,0.842105,0.916434,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.806061,0.781781,0.842105,0.950497,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.847619,0.854195,0.859649,0.944561,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.838095,0.818452,0.894737,0.92562,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.733333,0.741934,0.754386,0.954482,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.733333,0.744248,0.824561,0.959871,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.87987,0.859364,0.842105,0.9617,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.828571,0.82482,0.824561,0.968077,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.77619,0.765858,0.859649,0.960927,"nb"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.536508,0.510493,0.719298,0.5,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.525397,0.484106,0.666667,0.5,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.664791,0.623084,0.631579,0.774506,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.418038,0.41086,0.526316,0.5,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.575325,0.563448,0.596491,0.771845,"near_subspace"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.956929,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.726984,0.708848,0.754386,0.950908,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.845238,0.841534,0.859649,0.963044,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.809524,0.799305,0.789474,0.971555,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.8,0.788413,0.842105,0.969709,"nsc"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.652381,0.646974,0.736842,0.801846,"pls_da_classifier"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.619048,0.594802,0.754386,0.786849,"pls_da_classifier"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.745455,0.735931,0.807018,0.85522,"pls_da_classifier"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.704762,0.68635,0.736842,0.828577,"pls_da_classifier"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.666667,0.654247,0.719298,0.806862,"pls_da_classifier"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.614286,0.589061,0.77193,0.909278,"realmlp"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.609524,0.619043,0.736842,0.949286,"realmlp"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.701299,0.690237,0.789474,0.928481,"realmlp"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.628571,0.611833,0.77193,0.921382,"realmlp"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.680952,0.652889,0.824561,0.90548,"realmlp"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.778571,0.740642,0.754386,0.935588,"rff_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.687302,0.662831,0.701754,0.925574,"rff_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.764286,0.745022,0.754386,0.928285,"rff_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.858442,0.812902,0.807018,0.968176,"rff_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.740476,0.75813,0.789474,0.95168,"rff_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.85,0.849248,0.877193,0.945182,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.71746,0.696493,0.736842,0.92301,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.845238,0.841534,0.859649,0.954265,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.825108,0.808798,0.789474,0.953364,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.814286,0.78729,0.859649,0.976124,"rp_ensemble"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.77619,0.768076,0.859649,0.948843,"sglnn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.744444,0.728543,0.789474,0.93437,"sglnn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.809524,0.780612,0.842105,0.924355,"sglnn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.802381,0.803501,0.824561,0.96519,"sglnn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.728571,0.729556,0.842105,0.947527,"sglnn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.815559,0.842105,0.953432,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.780952,0.748048,0.824561,0.950807,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.854762,0.853135,0.877193,0.96729,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.972152,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.828571,0.81298,0.877193,0.964986,"shrinkage_lda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.816667,0.813226,0.824561,0.946952,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.802381,0.803666,0.824561,0.935005,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.837013,0.835993,0.859649,0.947893,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.782251,0.779289,0.754386,0.931691,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.828571,0.81298,0.877193,0.960042,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.816667,0.813226,0.824561,0.948514,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.788095,0.789398,0.807018,0.941767,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.825672,0.842105,0.94806,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.782251,0.779289,0.754386,0.937606,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.814286,0.802005,0.859649,0.958566,"svm_rbf"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.82381,0.803415,0.877193,0.958062,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.77619,0.764401,0.824561,0.938564,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.809524,0.780612,0.842105,0.946859,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.792857,0.793799,0.807018,0.966872,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.807416,0.877193,0.952796,"tabm"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.811905,0.813894,0.842105,0.955018,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.830952,0.824764,0.842105,0.958663,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.847619,0.854195,0.859649,0.944561,"mnpo_knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.939888,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.847619,0.854195,0.859649,0.944561,"mnpo_knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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Subtypes","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.939888,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.791775,0.770864,0.77193,0.965302,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.8,0.76722,0.77193,0.964705,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.791775,0.770864,0.77193,0.965302,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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subset",42,"very_hard","genomics","cDNA",281,22283,0.791775,0.770864,0.77193,0.965302,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.840476,0.836534,0.859649,0.956483,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.945236,"mnpo_elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.955797,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.847619,0.854195,0.859649,0.944561,"mnpo_knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.941745,"mnpo_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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Subtypes","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.838095,0.840019,0.842105,0.927918,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.939888,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.796537,0.788163,0.77193,0.943468,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.713203,0.724283,0.736842,0.896458,"svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.835426,0.836065,0.859649,0.968915,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"very_hard","genomics","cDNA",281,22283,0.751299,0.750882,0.736842,0.930989,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.832316,0.859649,0.959367,"lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"very_hard","genomics","cDNA",281,22283,0.830952,0.844685,0.877193,0.927688,"knn"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"very_hard","genomics","cDNA",281,22283,0.761905,0.735787,0.789474,0.943123,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"very_hard","genomics","cDNA",281,22283,0.827489,0.822739,0.842105,0.954673,"elastic_net_lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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subset",23,"very_hard","genomics","cDNA",281,22283,0.771429,0.763521,0.807018,0.89926,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","cDNA",281,22283,0.840476,0.836271,0.859649,0.91409,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","cDNA",281,22283,0.819048,0.81255,0.807018,0.911206,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","cDNA",281,22283,0.82381,0.81311,0.877193,0.912746,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","cDNA",281,22283,0.830952,0.841662,0.877193,0.917364,"tune_first_ensemble_elastic_net_lr__knn__lr"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","cDNA",281,22283,0.771429,0.763521,0.807018,0.898884,"tune_first_ensemble_elastic_net_lr__knn__svm_linear"],["cumida_leukemia_subtypes","CuMiDa Leukemia Subtypes","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.909722,"nb"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.993056,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.875,0.874783,0.875,0.9375,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 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TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.993056,"mnpo_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.979167,"mnpo_bc_svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.909722,"mnpo_dbda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.923611,"gpc"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,1.0,"rp_ensemble"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,1.0,"elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.979167,"svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.909722,"nsc"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.965278,"mnpo_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,0.944444,"mnpo_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,1.0,"mnpo_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,0.972222,"mnpo_elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.909722,"mnpo_nb"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.979167,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.965278,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,1.0,"elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.979167,"svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.909722,"nb"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.986111,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.986111,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,1.0,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.972222,"elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.875,0.873016,0.875,0.965278,"lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.958333,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.958333,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.951389,"svm_rbf"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,0.986111,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,1.0,"dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,0.947917,"knn"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.965278,"svm_linear"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_dlda__knn"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.875,0.874783,0.875,0.875,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.958333,0.958261,0.958333,0.958333,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__dlda"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",120,54675,0.916667,0.916667,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.958333,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_lung_gse19804","CuMiDa Lung (GSE19804)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",120,54675,0.916667,0.916084,0.916667,0.916667,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"dlda"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(GSE26712)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V19_C02_new_regime_legacy_full64","V","V19 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panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_ovarian_gse26712","CuMiDa Ovarian (GSE26712)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(GSE26712)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",195,22283,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,0.875,"svm_rbf"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.875,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,0.916667,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,0.666667,"nb"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,"knn"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.916667,"svm_linear"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.875,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.875,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(GSE16515)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.875,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"lr"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.916667,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.875,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.9375,0.895238,0.909091,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.770833,0.770833,0.818182,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,0.833333,0.870588,0.909091,0.958333,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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(GSE16515)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",52,54613,0.666667,0.694444,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic 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(GSE16515)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",52,54613,0.875,0.803571,0.818182,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",52,54613,0.8125,0.717949,0.727273,0.916667,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic (GSE16515)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",52,54613,1.0,1.0,1.0,1.0,"dlda"],["cumida_pancreatic_gse16515","CuMiDa Pancreatic 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(GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.771242,0.771242,0.771429,0.872549,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.573529,0.570025,0.571429,0.624183,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.738562,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.745098,0.742015,0.742857,0.879085,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.684641,0.684685,0.685714,0.751634,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.79902,0.799345,0.8,0.872549,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.604575,0.591667,0.6,0.669935,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.776144,0.766667,0.771429,0.79085,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate 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panel",59,"medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.687908,0.684685,0.685714,0.705882,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.754902,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.836601,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.72549,"mnpo_tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.745098,"mnpo_bc_svm_linear"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.885621,"mnpo_nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.825163,0.825,0.828571,0.869281,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.833333,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.624183,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.846405,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.836601,"tabpfn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.624183,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.740196,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.846405,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,"rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.803922,0.797353,0.8,0.885621,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.630719,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.71732,0.712171,0.714286,0.846405,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.885621,0.885621,0.885714,0.937908,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.800654,0.8,0.8,0.898693,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.888889,0.884868,0.885714,0.877451,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.715686,0.714052,0.714286,0.689542,"mnpo_tabm"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.71732,0.712171,0.714286,0.852941,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.882353,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.740196,0.739454,0.742857,0.800654,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.743464,0.742857,0.742857,0.843137,"mnpo_cpda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.658497,0.656863,0.657143,0.751634,"mnpo_sglnn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.833333,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.830065,0.828431,0.828571,0.931373,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.856209,0.856675,0.857143,0.869281,"mnpo_cpda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.673203,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.901961,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.921569,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.673203,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.901961,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.921569,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.882353,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.660131,0.654605,0.657143,0.69281,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.665033,0.632867,0.657143,0.797386,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.803922,0.797353,0.8,0.879085,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.857843,0.857143,0.857143,0.872549,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.833333,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.624183,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,"mnpo_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.846405,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.624183,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.740196,"vote_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.846405,"realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.828431,0.828431,0.828571,0.888889,"rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.888889,0.884868,0.885714,0.898693,"mnpo_rp_ensemble"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.663399,0.642857,0.657143,0.620915,"mnpo_realmlp"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.800654,"mnpo_elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.928105,"mnpo_knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.885621,0.885621,0.885714,0.901961,"mnpo_cpda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.861111,0.855252,0.857143,0.843137,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.673203,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.689542,0.681555,0.685714,0.781046,"lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.901961,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.921569,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.604575,0.591667,0.6,0.754902,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.602941,0.597039,0.6,0.633987,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.826797,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.627451,0.627355,0.628571,0.748366,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.712418,0.712171,0.714286,0.813725,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.833333,0.825,0.828571,0.879085,"nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.630719,0.627355,0.628571,0.732026,"knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.80719,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.486928,0.485294,0.485714,0.676471,"elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.746732,0.739454,0.742857,0.852941,"dlda"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.823529,"mnpo_ensemble_dlda__knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.661765,0.65,0.657143,0.669935,"mnpo_ensemble_nb__knn"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.754902,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.772876,0.771242,0.771429,0.772876,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.830065,0.828431,0.828571,0.848039,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,12625,0.831699,0.827303,0.828571,0.831699,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,12625,0.632353,0.623656,0.628571,0.632353,"mnpo_ensemble_knn__lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,12625,0.718954,0.708333,0.714286,0.730392,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,12625,0.802288,0.799345,0.8,0.802288,"mnpo_ensemble_knn__nb"],["cumida_prostate_gse6919","CuMiDa Prostate (GSE6919)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,12625,0.77451,0.769737,0.771429,0.867647,"mnpo_ensemble_knn__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.961905,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.959524,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",144,54675,0.9,0.896057,0.896552,0.933333,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.933333,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.954762,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",144,54675,0.9,0.896057,0.896552,0.885714,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.966667,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.957143,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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Renal (GSE53757)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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Renal (GSE53757)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,0.928571,"nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.995238,"svm_linear"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Renal (GSE53757)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_P02_bh_alpha_020_full64","P","V18 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panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.964286,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"nsc"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.928571,0.930288,0.931034,1.0,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"mnpo_elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_dbda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.995238,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current 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Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"knn"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.964286,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,1.0,"elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,1.0,"dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.964286,"mnpo_ensemble_elastic_net_lr__lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.964286,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",144,54675,0.964286,0.965352,0.965517,0.964286,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__nb"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",144,54675,0.966667,0.965517,0.965517,0.966667,"mnpo_ensemble_elastic_net_lr__dlda"],["cumida_renal_gse53757","CuMiDa Renal (GSE53757)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",144,54675,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__dlda"],["dexter_nips03","DEXTER (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(NIPS 2003 FS Challenge)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.537219,0.531006,0.778261,0.590403,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.54096,0.528205,0.756522,0.645138,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.658092,0.674353,0.878261,0.84802,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.697592,0.714484,0.891304,0.81518,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS 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Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.550629,0.563376,0.886957,0.721401,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.656906,0.649558,0.847826,0.764641,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.663109,0.641358,0.830435,0.74439,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.619777,0.655775,0.895652,0.754242,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.577814,0.598404,0.878261,0.779967,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.572888,0.589286,0.869565,0.704981,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.588944,0.606972,0.869565,0.840722,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.633461,0.62515,0.834783,0.741471,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.642036,0.661836,0.878261,0.761357,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.551998,0.549432,0.804348,0.597701,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.575442,0.57302,0.817391,0.7079,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.65198,0.640306,0.83913,0.770845,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.648239,0.653092,0.86087,0.849662,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.666758,0.669464,0.865217,0.796935,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.58274,0.608229,0.886957,0.83908,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.618591,0.632682,0.865217,0.753695,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.604999,0.623033,0.869565,0.879037,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.639573,0.65638,0.873913,0.85769,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.62224,0.662002,0.9,0.826492,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.543332,0.544683,0.817391,0.694399,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.60509,0.593656,0.813043,0.763547,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.630907,0.659376,0.886957,0.888159,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS 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panel",42,"hard","non_genomic","cDNA",1150,10000,0.537219,0.531006,0.778261,0.590403,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.54096,0.528205,0.756522,0.645138,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.674147,0.685854,0.878261,0.814815,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.580277,0.60322,0.882609,0.724503,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.570516,0.565963,0.808696,0.637657,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.577814,0.598404,0.878261,0.762999,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.577814,0.598404,0.878261,0.896917,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.629721,0.636128,0.856522,0.712279,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"hard","non_genomic","cDNA",1150,10000,0.602536,0.618206,0.865217,0.789272,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.639573,0.65638,0.873913,0.794563,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.543332,0.544683,0.817391,0.595329,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.628535,0.616667,0.826087,0.731253,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.60509,0.593656,0.813043,0.796023,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.674238,0.641867,0.821739,0.750046,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.634647,0.645961,0.865217,0.76829,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.554461,0.552687,0.808696,0.631454,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.492793,0.491793,0.756522,0.44262,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.537219,0.531006,0.778261,0.590403,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.54096,0.528205,0.756522,0.645138,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",37,"hard","non_genomic","cDNA",1150,10000,0.492793,0.491793,0.756522,0.44262,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.537219,0.531006,0.778261,0.590403,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.54096,0.528205,0.756522,0.645138,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.577905,0.576655,0.821739,0.603722,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"hard","non_genomic","cDNA",1150,10000,0.644499,0.66747,0.882609,0.814997,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.675333,0.718843,0.908696,0.798942,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.601259,0.632611,0.891304,0.735632,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.598796,0.627089,0.886957,0.761175,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.667944,0.698427,0.895652,0.838716,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.577905,0.576655,0.821739,0.603722,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.540777,0.547956,0.869565,0.560299,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.492793,0.491793,0.756522,0.44262,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS 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benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.612388,0.638512,0.882609,0.851122,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.664295,0.664295,0.86087,0.776136,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.580277,0.60322,0.882609,0.766648,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.564222,0.582521,0.882609,0.744755,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.621055,0.637681,0.869565,0.83014,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.59387,0.616667,0.878261,0.703886,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.640759,0.68446,0.904348,0.772122,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.516147,0.516908,0.826087,0.68254,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS 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Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.670407,0.70498,0.9,0.888798,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.604999,0.623033,0.869565,0.803412,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.75187,0.798951,0.930435,0.830049,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.663018,0.68599,0.886957,0.716475,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.670407,0.70498,0.9,0.888798,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.807517,0.764047,0.886957,0.865535,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.797756,0.689725,0.813043,0.867907,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.766831,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.843459,0.701087,0.808696,0.899653,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.495074,0.466357,0.873913,0.806787,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.714833,0.764183,0.921739,0.834702,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.725962,0.758454,0.913043,0.9106,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.658548,0.508174,0.595652,0.753877,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.616949,0.341708,0.352174,0.848933,"copula_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.495074,0.466357,0.873913,0.775041,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.571611,0.596963,0.895652,0.792374,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.598796,0.627089,0.886957,0.800766,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.550629,0.563376,0.886957,0.709177,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.534574,0.536434,0.886957,0.87776,"cpda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.588944,0.606972,0.869565,0.850575,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.733352,0.781942,0.926087,0.836709,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.635833,0.671429,0.895652,0.860427,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.612388,0.638512,0.882609,0.76008,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.675333,0.718843,0.908696,0.918263,"dlda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.865353,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.864076,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.769385,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.866904,0.71917,0.821739,0.908593,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.761722,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.537037,0.539963,0.891304,0.747309,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.497537,0.467593,0.878261,0.826309,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.537037,0.539963,0.891304,0.632001,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.534574,0.536434,0.886957,0.860062,"knn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.682905,0.637743,0.808696,0.75935,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.744572,0.709596,0.86087,0.759715,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.770662,0.644574,0.765217,0.83014,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.573344,0.478209,0.586957,0.633643,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.705437,0.53572,0.621739,0.814815,"nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.578088,0.533299,0.708696,0.637475,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.723773,0.611005,0.73913,0.764824,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.678252,0.533134,0.630435,0.738551,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.664751,0.499989,0.578261,0.712826,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.694399,0.504659,0.573913,0.748768,"near_subspace"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.764459,0.654655,0.782609,0.863893,"nsc"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.790275,0.725189,0.856522,0.829046,"nsc"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.787904,0.672613,0.795652,0.863893,"nsc"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.641124,0.546424,0.678261,0.748951,"nsc"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.844736,0.680556,0.782609,0.920452,"nsc"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.497537,0.467593,0.878261,0.497537,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.555556,0.572093,0.895652,0.555556,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.555556,0.572093,0.895652,0.555556,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.537037,0.539963,0.891304,0.537037,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.516055,0.50316,0.882609,0.516055,"pls_da_classifier"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.673052,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.736727,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.540777,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.708082,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.820288,"realmlp"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.543605,0.493351,0.647826,0.605182,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.655993,0.53577,0.647826,0.680533,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.543696,0.470098,0.591304,0.568874,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.595421,0.530205,0.682609,0.623426,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.679438,0.550421,0.66087,0.764459,"rff_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.703977,0.616887,0.76087,0.821018,"rp_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.816274,"rp_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.823664,0.713336,0.830435,0.84054,"rp_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.644773,0.565591,0.713043,0.709542,"rp_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.831144,0.67993,0.786957,0.924101,"rp_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.497537,0.467593,0.878261,0.724138,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.662653,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.710454,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.571976,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.775771,"sglnn"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.588944,0.606972,0.869565,0.850575,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.733352,0.781942,0.926087,0.836709,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.635833,0.671429,0.895652,0.860427,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.612388,0.638512,0.882609,0.76008,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.675333,0.718843,0.908696,0.918263,"shrinkage_lda"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.790367,0.676808,0.8,0.859515,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.807517,0.764047,0.886957,0.865535,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.810071,0.7125,0.834783,0.867907,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.766831,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.829867,0.700475,0.813043,0.899653,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.571702,0.577437,0.83913,0.806057,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.677796,0.72619,0.913043,0.825032,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.683999,0.710145,0.895652,0.892355,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.632184,0.640976,0.86087,0.6632,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.671684,0.680234,0.873913,0.859697,"svm_rbf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.779237,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.518519,0.505622,0.886957,0.820836,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.5,0.468822,0.882609,0.838716,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.518519,0.505622,0.886957,0.720671,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.537037,0.539963,0.891304,0.899836,"tabm"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,"mnpo_bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.864076,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.769385,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.866904,0.71917,0.821739,0.908593,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,"mnpo_bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.864076,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.8763,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.769385,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.866904,0.71917,0.821739,0.908593,"mnpo_elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.790367,0.676808,0.8,0.859515,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.766831,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.829867,0.700475,0.813043,0.899653,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.790367,0.676808,0.8,0.859515,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.766831,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.829867,0.700475,0.813043,0.899653,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.543605,0.493351,0.647826,0.565043,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.771757,0.713553,0.852174,0.830688,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.557198,0.497388,0.643478,0.572341,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.469622,0.435144,0.573913,0.397373,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.542419,0.480706,0.617391,0.571976,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.785441,0.668468,0.791304,0.854771,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.812443,0.776301,0.895652,0.866995,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.7817,0.683935,0.813043,0.87776,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.767926,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.827404,0.696096,0.808696,0.901295,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.869184,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.753238,0.70162,0.847826,0.823572,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.758256,0.66502,0.8,0.862799,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.716293,0.635892,0.782609,0.767926,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.820015,0.683279,0.795652,0.894545,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.745941,0.64475,0.778261,0.862616,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.812443,0.776301,0.895652,0.861339,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.770571,0.686701,0.821739,0.866995,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.767743,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.843459,0.701087,0.808696,0.909323,"lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874293,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.780515,0.660326,0.782609,0.859515,"bc_svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.812443,0.776301,0.895652,0.816457,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.771848,0.666882,0.795652,0.85696,"spatial_median_da"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.671866,0.603137,0.76087,0.699599,"vote_ensemble"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.829867,0.700475,0.813043,0.899653,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.794107,0.661716,0.778261,0.864623,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.817369,0.789167,0.904348,0.862799,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.786627,0.692824,0.821739,0.874475,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.690385,0.613854,0.765217,0.76902,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.869367,0.723724,0.826087,0.908958,"mnpo_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.79283,0.681058,0.804348,0.803412,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.819832,0.795849,0.908696,0.815453,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,"tune_first_ensemble_elastic_net_lr__lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.689381,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.842182,0.723278,0.834783,0.869367,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 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subset",42,"hard","non_genomic","cDNA",1150,10000,0.676793,0.610431,0.769565,0.689381,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","non_genomic","cDNA",1150,10000,0.842182,0.723278,0.834783,0.869367,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.79283,0.681058,0.804348,0.803412,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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subset",59,"hard","non_genomic","cDNA",1150,10000,0.835979,0.737549,0.852174,0.854862,"tune_first_ensemble_elastic_net_lr__nb"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","non_genomic","cDNA",1150,10000,0.79283,0.681058,0.804348,0.803412,"tune_first_ensemble_svm_linear__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","non_genomic","cDNA",1150,10000,0.819832,0.795849,0.908696,0.815453,"tune_first_ensemble_elastic_net_lr__svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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panel",42,"hard","non_genomic","cDNA",1150,10000,0.608009,0.461193,0.534783,0.608648,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.611658,0.481026,0.569565,0.647692,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.604999,0.623033,0.869565,0.803412,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.75187,0.798951,0.930435,0.830049,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.651888,0.685578,0.895652,0.80031,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.663018,0.68599,0.886957,0.716475,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.670407,0.70498,0.9,0.888798,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel",42,"hard","non_genomic","cDNA",1150,10000,0.663018,0.68599,0.886957,0.716475,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.670407,0.70498,0.9,0.888798,"mnpo_ensemble_lr__elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","non_genomic","cDNA",1150,10000,0.643769,0.489679,0.569565,0.666302,"svm_linear"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","non_genomic","cDNA",1150,10000,0.562306,0.451346,0.53913,0.659551,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","non_genomic","cDNA",1150,10000,0.588214,0.467593,0.556522,0.607918,"elastic_net_lr"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","non_genomic","cDNA",1150,10000,0.610473,0.464223,0.53913,0.635103,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","non_genomic","cDNA",1150,10000,0.63264,0.49151,0.578261,0.729611,"rf"],["dorothea_nips03","DOROTHEA (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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HG-U133A",190,16063,0.642857,0.597959,0.710526,0.918934,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_linear","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.677721,0.789474,0.945692,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_svm_rbf","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","Affy 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(Ramaswamy)","C_ONLY_tabm","C_ONLY","Clf Only","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.572078,0.710526,0.93733,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.597959,0.710526,0.918934,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","C_ONLY_tabpfn","C_ONLY","Clf Only","val18_classifiers","Val-18 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(Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.566667,0.555952,0.631579,0.897506,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.549969,0.631579,0.947732,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.570748,0.657895,0.914059,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D00_df_off_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.560884,0.684211,0.923129,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D01_df_simple_after","D","DistFit","val18_stage","Val-18 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(Ramaswamy)","D02_df_cvm_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.75,0.715476,0.815789,0.956293,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.586931,0.657895,0.893767,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.951276,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.722789,0.789474,0.968566,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D03_df_ks_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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(Ramaswamy)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.519048,0.657895,0.924263,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D04_df_bic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.627381,0.763158,0.948356,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.664286,0.637951,0.710526,0.899276,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.659524,0.736842,0.923753,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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HG-U133A",190,16063,0.666667,0.659524,0.736842,0.923753,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.722789,0.789474,0.972534,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.528571,0.657895,0.925624,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.627381,0.763158,0.946372,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.664286,0.633189,0.710526,0.899034,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952268,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.75,0.735714,0.815789,0.968254,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.611905,0.710526,0.923838,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D07_df_cv_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.638492,0.763158,0.942404,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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HG-U133A",190,16063,0.678571,0.638492,0.763158,0.942404,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.575397,0.684211,0.944274,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.608791,0.710526,0.921287,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.735714,0.789474,0.973214,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.533333,0.657895,0.922279,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.627381,0.763158,0.962245,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.586931,0.657895,0.898601,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.951276,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.722789,0.789474,0.966582,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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(Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.584921,0.684211,0.965845,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.440476,0.436224,0.578947,0.890221,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D12_df_mnpo_before","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.692857,0.789474,0.955669,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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HG-U133A",190,16063,0.640476,0.618594,0.710526,0.956733,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.77381,0.764286,0.815789,0.975709,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.797619,0.78022,0.842105,0.985431,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.616667,0.684211,0.932168,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.657143,0.763158,0.959892,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D16_multimodal_none","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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(Ramaswamy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.821429,0.819048,0.868421,0.946429,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.588095,0.710526,0.9322,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.628231,0.763158,0.957285,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.438095,0.450397,0.552632,0.898384,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Ramaswamy)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.495238,0.49881,0.552632,0.887003,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.455952,0.486621,0.552632,0.916497,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.416667,0.392857,0.552632,0.878741,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.664286,0.63407,0.736842,0.936763,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_chi_square","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Ramaswamy)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.539286,0.545207,0.605263,0.929131,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.507313,0.631579,0.910077,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.612698,0.710526,0.917744,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.391667,0.393311,0.473684,0.874665,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_copula_knockoff","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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HG-U133A",190,16063,0.592857,0.555159,0.657895,0.921712,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.658333,0.639342,0.710526,0.909921,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.468027,0.578947,0.887245,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.563095,0.543764,0.631579,0.937577,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.67619,0.763158,0.909651,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.612245,0.736842,0.918736,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.491667,0.473923,0.578947,0.912897,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.503571,0.468254,0.578947,0.892538,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.565476,0.589796,0.657895,0.922619,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.657143,0.736842,0.907908,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_ecoc_class_aware","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.509524,0.488435,0.605263,0.876268,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.467857,0.446315,0.552632,0.904896,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.509524,0.501587,0.578947,0.908588,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.563095,0.569955,0.631579,0.927834,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.440476,0.396429,0.578947,0.890944,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_fcbf","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.530952,0.657895,0.922534,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.566667,0.588265,0.631579,0.884444,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_RAW_gradient_boosting","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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(Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.540476,0.526531,0.605263,0.944769,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.577381,0.560204,0.657895,0.92035,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.408333,0.40805,0.526316,0.871619,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.488095,0.605263,0.909807,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.616667,0.736842,0.936763,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.569048,0.684211,0.934836,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.47517,0.605263,0.915703,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.620748,0.736842,0.94538,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.480952,0.605263,0.889031,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.484524,0.605263,0.897959,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.580952,0.606519,0.657895,0.909297,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.532653,0.631579,0.934099,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.628118,0.684211,0.922506,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.561905,0.657895,0.906519,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.589286,0.555159,0.657895,0.92918,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.688095,0.673016,0.736842,0.94178,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.710317,0.763158,0.936735,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.529762,0.542177,0.631579,0.943764,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.559524,0.684211,0.952579,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.589286,0.523129,0.657895,0.944019,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.665079,0.736842,0.953373,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.619388,0.710526,0.938265,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.705952,0.6822,0.736842,0.9553,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.567007,0.684211,0.917149,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.554082,0.684211,0.944529,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.638095,0.567857,0.684211,0.931504,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.517857,0.488776,0.605263,0.913619,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.491667,0.492744,0.578947,0.91233,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.522789,0.631579,0.942914,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.588265,0.710526,0.933107,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.688095,0.623016,0.736842,0.958645,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.494218,0.605263,0.917687,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.640476,0.736842,0.942347,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.54915,0.684211,0.93648,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.684524,0.637755,0.736842,0.944955,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.685034,0.736842,0.943651,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.618027,0.710526,0.936536,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.741667,0.727098,0.763158,0.96736,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.527551,0.657895,0.915334,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.597619,0.710526,0.931434,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.577778,0.684211,0.935091,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.392857,0.379221,0.526316,0.880867,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.542826,0.657895,0.948044,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.516667,0.631579,0.952154,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.521058,0.657895,0.914711,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.692063,0.763158,0.932851,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.483333,0.605263,0.89144,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.682143,0.653288,0.710526,0.943169,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.512245,0.657895,0.929082,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.477551,0.605263,0.924206,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.594785,0.684211,0.930329,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.618027,0.710526,0.946202,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.630272,0.710526,0.933787,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.511905,0.631579,0.918056,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.589286,0.542517,0.657895,0.927466,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.606349,0.684211,0.947364,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.594218,0.684211,0.932511,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.661224,0.763158,0.939796,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.577381,0.557653,0.657895,0.905726,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.504029,0.657895,0.924433,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.495238,0.478968,0.578947,0.898462,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.428571,0.419048,0.552632,0.832795,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.34881,0.367574,0.473684,0.878316,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.601927,0.710526,0.930896,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.518254,0.631579,0.922704,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.685261,0.763158,0.949348,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.687075,0.736842,0.934977,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.62619,0.736842,0.962613,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.614286,0.736842,0.952211,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.639456,0.736842,0.94898,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.47381,0.488662,0.578947,0.927834,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.485714,0.462472,0.578947,0.918679,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.619558,0.684211,0.953373,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.569048,0.684211,0.920465,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.660714,0.601701,0.736842,0.936706,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.580952,0.555669,0.657895,0.919099,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.491667,0.605263,0.914399,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.540476,0.631579,0.932738,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.587075,0.684211,0.927863,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.522619,0.657895,0.911168,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.521429,0.48288,0.605263,0.894246,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.533844,0.631579,0.90024,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.533333,0.519615,0.631579,0.899456,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.428571,0.42619,0.552632,0.90119,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.629252,0.710526,0.921514,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.541558,0.631579,0.905215,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.652381,0.710526,0.934439,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.654762,0.736842,0.95754,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.619048,0.710526,0.951219,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.607143,0.710526,0.938634,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.521429,0.48288,0.605263,0.894246,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.533844,0.631579,0.90024,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.533333,0.519615,0.631579,0.899456,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.428571,0.42619,0.552632,0.90119,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.629252,0.710526,0.921514,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.63288,0.710526,0.945068,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.577381,0.561224,0.657895,0.899518,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.577381,0.562585,0.657895,0.948143,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.533333,0.657895,0.931576,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.565873,0.657895,0.905782,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.580952,0.573016,0.657895,0.920522,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.517857,0.519728,0.605263,0.917942,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.47381,0.470635,0.578947,0.932001,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.540476,0.657895,0.93665,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.558333,0.657895,0.896372,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.58373,0.657895,0.936521,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.432143,0.441383,0.526316,0.888732,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.639683,0.710526,0.924745,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.47415,0.605263,0.889654,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.495238,0.605263,0.900624,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.669048,0.736842,0.926842,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.530952,0.657895,0.86576,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.683673,0.763158,0.975198,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.488095,0.605263,0.90068,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.568027,0.684211,0.924632,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.60119,0.684211,0.919161,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.520408,0.631579,0.904223,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.630952,0.710526,0.956859,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.597619,0.710526,0.941383,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.54932,0.657895,0.915023,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.53424,0.657895,0.946691,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.711172,0.763158,0.93424,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.630159,0.710526,0.924065,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.529762,0.657895,0.921542,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.522619,0.631579,0.923851,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.661905,0.629762,0.710526,0.925907,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.595918,0.684211,0.91576,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.636054,0.736842,0.970238,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.621429,0.710526,0.946259,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.664626,0.763158,0.953401,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.638095,0.620238,0.684211,0.95234,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.554762,0.657895,0.916525,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.545238,0.534524,0.631579,0.937758,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.628571,0.736842,0.955754,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.541667,0.535683,0.631579,0.910913,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.572511,0.657895,0.902041,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.517007,0.631579,0.92432,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.485714,0.45754,0.578947,0.913946,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.503968,0.605263,0.906207,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.486281,0.631579,0.914087,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.566667,0.585884,0.631579,0.919931,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.638095,0.736842,0.94178,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.75,0.759524,0.815789,0.975198,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.47517,0.605263,0.93801,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.625,0.585034,0.710526,0.927309,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.664286,0.644785,0.710526,0.96182,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.684524,0.68192,0.736842,0.944586,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.509524,0.487642,0.605263,0.906689,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.481293,0.631579,0.938322,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.628571,0.763158,0.956179,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.606349,0.710526,0.952693,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.595918,0.684211,0.921088,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.636054,0.736842,0.969246,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.609864,0.710526,0.945578,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.67619,0.763158,0.96233,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.521429,0.48288,0.605263,0.894246,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.533844,0.631579,0.90024,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.533333,0.519615,0.631579,0.899456,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.428571,0.42619,0.552632,0.90119,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.629252,0.710526,0.921514,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.7,0.672336,0.763158,0.94674,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.688095,0.763158,0.926814,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.705102,0.763158,0.957228,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.583673,0.710526,0.93869,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.601361,0.710526,0.938634,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.636281,0.684211,0.947364,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.662472,0.710526,0.918197,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.639796,0.710526,0.954365,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.485714,0.605263,0.947704,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.583333,0.684211,0.927296,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.625397,0.710526,0.943764,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.636905,0.710526,0.932766,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.685714,0.763158,0.949348,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.57619,0.684211,0.931378,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.517007,0.657895,0.943906,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.618254,0.684211,0.954365,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.67619,0.736842,0.940448,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.545238,0.657895,0.946003,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.578912,0.710526,0.947194,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.625,0.579082,0.684211,0.942857,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.663832,0.736842,0.956661,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.672789,0.736842,0.933078,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.694218,0.763158,0.956859,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.51746,0.657895,0.946259,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.619048,0.736842,0.942914,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.619048,0.629365,0.710526,0.943707,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.587415,0.684211,0.94589,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.783333,0.795238,0.815789,0.988095,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.461905,0.605263,0.922591,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.581519,0.710526,0.93665,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.557143,0.565873,0.631579,0.925142,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.545238,0.549206,0.631579,0.908135,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.583333,0.553968,0.684211,0.935488,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.509524,0.631579,0.898526,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.539456,0.657895,0.90479,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.646825,0.736842,0.948724,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.7,0.763158,0.930471,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.518027,0.631579,0.961253,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.536395,0.684211,0.935658,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.672619,0.659524,0.736842,0.943649,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.666213,0.736842,0.93441,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.647619,0.736842,0.943679,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.7,0.763158,0.950397,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.62619,0.710526,0.952523,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.592007,0.736842,0.942035,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.680159,0.736842,0.952507,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.704762,0.763158,0.940079,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670242,0.736842,0.959325,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.65,0.736842,0.94093,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy 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(Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.714286,0.763158,0.943679,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.588064,0.657895,0.965221,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.514286,0.631579,0.911791,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.693367,0.789474,0.946895,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.687302,0.763158,0.954989,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.654082,0.736842,0.949688,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.821429,0.816667,0.868421,0.975198,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.57381,0.684211,0.920238,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.553968,0.684211,0.944331,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.7,0.687951,0.736842,0.912052,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.721429,0.789474,0.944331,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.67619,0.763158,0.969246,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.5,0.631579,0.921712,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.720238,0.668707,0.763158,0.950907,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.7,0.66176,0.736842,0.912247,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.721429,0.789474,0.942659,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.664286,0.763158,0.974206,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.640476,0.736842,0.936224,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.708333,0.642177,0.763158,0.955612,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.633333,0.736842,0.936763,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.697619,0.763158,0.944955,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.718707,0.789474,0.963237,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.640816,0.736842,0.938209,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.557937,0.684211,0.940363,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.610431,0.710526,0.952819,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.653741,0.736842,0.936848,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.569048,0.684211,0.955556,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.536054,0.684211,0.915958,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.589286,0.527211,0.657895,0.942971,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.685261,0.763158,0.940731,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.690476,0.736842,0.92911,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.670238,0.610431,0.710526,0.964484,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.579365,0.684211,0.92432,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.666667,0.763158,0.955867,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.6339,0.710526,0.948356,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.592857,0.684211,0.927381,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.686395,0.789474,0.956604,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.47619,0.471058,0.578947,0.909609,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.704762,0.789474,0.954195,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.745887,0.815789,0.975822,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.583333,0.58056,0.684211,0.919501,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.672619,0.653571,0.736842,0.943749,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.547619,0.538745,0.631579,0.911448,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740816,0.815789,0.951332,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.47381,0.605263,0.895181,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.625,0.60051,0.710526,0.918226,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.610261,0.684211,0.873016,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.559524,0.565646,0.657895,0.90822,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.613095,0.592177,0.684211,0.922449,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.452381,0.401361,0.578947,0.880669,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.563492,0.657895,0.92809,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623356,0.710526,0.943396,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.594846,0.710526,0.941808,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.67381,0.763158,0.978175,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.569048,0.684211,0.934354,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.680952,0.763158,0.948668,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571769,0.684211,0.932993,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.535775,0.631579,0.933787,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.615873,0.736842,0.960784,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.426531,0.605263,0.912783,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.702381,0.789474,0.943764,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.573016,0.684211,0.940703,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.593651,0.710526,0.95326,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.621624,0.710526,0.9375,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.436054,0.578947,0.908645,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.642857,0.736842,0.910311,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.509524,0.533622,0.605263,0.926842,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.611905,0.736842,0.955612,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.661905,0.763158,0.945692,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.39881,0.386395,0.526316,0.927834,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.640476,0.736842,0.945266,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.580952,0.553968,0.657895,0.948361,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.517857,0.468367,0.605263,0.952721,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy 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HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","P16_extreme_multiclass_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S02_batch_combat_seq","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy 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(Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.58288,0.684211,0.916863,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.494218,0.605263,0.905045,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.491667,0.500907,0.578947,0.936706,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571769,0.684211,0.939626,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S03_cpss_irp_bounded","S","Stage","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.517857,0.480272,0.605263,0.920465,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.720238,0.711224,0.763158,0.926245,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S04_rp_ensemble","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","Affy 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(Ramaswamy)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S07_bc_svm_linear","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.677721,0.789474,0.945692,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.578571,0.572619,0.631579,0.905331,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","S08_sglnn","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark 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HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.709524,0.789474,0.967262,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.652381,0.63288,0.710526,0.950028,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.654082,0.736842,0.949688,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.821429,0.816667,0.868421,0.975198,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.57381,0.684211,0.920238,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.553968,0.684211,0.944331,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.597959,0.710526,0.918934,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.677721,0.789474,0.945692,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.435714,0.42534,0.526316,0.826023,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.467125,0.631579,0.884212,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.533333,0.504649,0.631579,0.914938,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.470238,0.431127,0.578947,0.796438,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.476984,0.631579,0.838152,"copula_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.93356,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"cpda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.612245,0.710526,0.911253,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.735034,0.789474,0.946372,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.619222,0.684211,0.8786,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.645866,0.710526,0.890816,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.669841,0.763158,0.935332,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.572645,0.684211,0.889385,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.649134,0.763158,0.924674,"knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.580952,0.577778,0.657895,0.893133,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.509864,0.631579,0.919529,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.592857,0.589482,0.657895,0.937691,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.440476,0.399459,0.552632,0.907157,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.6,0.710526,0.925907,"nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.447619,0.45119,0.552632,0.859083,"near_subspace"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.410714,0.371049,0.526316,0.874231,"near_subspace"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.464286,0.416667,0.578947,0.908694,"near_subspace"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.428571,0.398268,0.552632,0.905867,"near_subspace"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.446429,0.398823,0.578947,0.897137,"near_subspace"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.628118,0.710526,0.928401,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.720238,0.704082,0.763158,0.949915,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.709524,0.789474,0.967262,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.514286,0.631579,0.933815,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.619048,0.578912,0.710526,0.950652,"nsc"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.285714,0.196429,0.447368,0.620618,"pls_da_classifier"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.303571,0.230112,0.447368,0.629832,"pls_da_classifier"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.357143,0.258555,0.5,0.658503,"pls_da_classifier"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.25,0.168489,0.421053,0.601681,"pls_da_classifier"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.328571,0.246366,0.447368,0.6416,"pls_da_classifier"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.307143,0.284547,0.447368,0.790675,"realmlp"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.375,0.320833,0.5,0.876333,"realmlp"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.285714,0.204117,0.447368,0.826162,"realmlp"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.357143,0.271953,0.5,0.774493,"realmlp"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.452381,0.389935,0.578947,0.921514,"realmlp"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.388095,0.364683,0.421053,0.841898,"rff_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.416667,0.382058,0.473684,0.833418,"rff_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.397619,0.397619,0.421053,0.836434,"rff_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.461905,0.407666,0.552632,0.82299,"rff_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.333333,0.315118,0.447368,0.820914,"rff_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.545238,0.5339,0.631579,0.905499,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.720238,0.711224,0.763158,0.926245,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.649546,0.763158,0.931803,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.573016,0.684211,0.914768,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.657143,0.763158,0.944019,"rp_ensemble"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.416667,0.352721,0.552632,0.877994,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.196429,0.138445,0.368421,0.843053,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.309524,0.264805,0.447368,0.835928,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.410714,0.363088,0.526316,0.844053,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.464286,0.438095,0.578947,0.853005,"sglnn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.623016,0.710526,0.930442,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"shrinkage_lda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.662472,0.736842,0.847364,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.660714,0.614255,0.710526,0.890461,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.639456,0.710526,0.927834,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.436054,0.605263,0.863209,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.625,0.580921,0.710526,0.961253,"svm_linear"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.569048,0.545635,0.657895,0.846503,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.625,0.590785,0.684211,0.910728,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.72619,0.789474,0.924858,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.488095,0.436054,0.605263,0.867035,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.617656,0.736842,0.956293,"svm_rbf"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.613553,0.710526,0.921202,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.665934,0.736842,0.930641,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.581942,0.710526,0.920522,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555977,0.657895,0.922647,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.572078,0.710526,0.93733,"tabm"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.735034,0.789474,0.946372,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.735034,0.789474,0.946372,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.612245,0.710526,0.911253,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.673016,0.736842,0.89848,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.747619,0.721769,0.789474,0.963987,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.583333,0.58056,0.684211,0.925879,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.646429,0.621995,0.710526,0.957128,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.511905,0.503597,0.605263,0.897931,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.633983,0.684211,0.921202,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.70873,0.763158,0.937387,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.735714,0.789474,0.947307,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.654762,0.642857,0.736842,0.951701,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.542857,0.657895,0.930839,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.75,0.685034,0.815789,0.960629,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.62619,0.60119,0.684211,0.929576,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.545238,0.551587,0.631579,0.93013,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.593424,0.684211,0.968141,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.440476,0.430499,0.578947,0.892885,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.668315,0.763158,0.955669,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.640476,0.630159,0.710526,0.929641,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.509524,0.50873,0.605263,0.927523,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.539286,0.531859,0.605263,0.958844,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.49898,0.631579,0.925794,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.616667,0.610714,0.684211,0.941241,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.665873,0.736842,0.938435,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.661905,0.763158,0.963237,"spatial_median_da"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.571429,0.555628,0.684211,0.937387,"dbda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.683333,0.763158,0.935459,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.607143,0.604762,0.684211,0.933333,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.599969,0.684211,0.941298,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.557483,0.684211,0.902806,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.590023,0.710526,0.935132,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670975,0.736842,0.843552,"tune_first_ensemble_dlda__elastic_net_lr__knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670975,0.736842,0.843552,"tune_first_ensemble_dlda__elastic_net_lr__knn"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.604762,0.593424,0.684211,0.824206,"tune_first_ensemble_dlda__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.70034,0.789474,0.883248,"tune_first_ensemble_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.547619,0.512894,0.631579,0.798923,"tune_first_ensemble_elastic_net_lr__nb"],["gcm_ramaswamy","GCM (Ramaswamy)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.628571,0.615502,0.684211,0.897297,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.761905,0.740476,0.815789,0.969558,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.688095,0.695805,0.736842,0.928605,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.638435,0.736842,0.941355,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.615986,0.710526,0.949036,"lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.47381,0.631579,0.908277,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.614683,0.736842,0.876871,"elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.703968,0.763158,0.84256,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.652381,0.736842,0.858135,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.744048,0.730272,0.789474,0.886721,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.803075,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.714286,0.672619,0.789474,0.903061,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.663492,0.736842,0.938747,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.666667,0.67381,0.736842,0.949178,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.577381,0.572109,0.657895,0.943452,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.616667,0.710526,0.926984,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.5,0.461111,0.605263,0.91148,"dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.569048,0.582395,0.631579,0.808333,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.628571,0.710526,0.844742,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.672619,0.630272,0.736842,0.856959,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.565646,0.684211,0.835317,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.72619,0.68254,0.789474,0.853293,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",190,16063,0.62619,0.617857,0.684211,0.81678,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",190,16063,0.685714,0.64915,0.710526,0.860615,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",190,16063,0.636905,0.635034,0.710526,0.835211,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",190,16063,0.52381,0.495238,0.631579,0.797619,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",190,16063,0.660714,0.620238,0.736842,0.854443,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.612245,0.710526,0.911253,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.642857,0.612245,0.710526,0.911253,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.588095,0.684211,0.932568,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.571429,0.684211,0.911933,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.732143,0.707653,0.789474,0.93013,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.747619,0.737302,0.789474,0.943908,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.704762,0.763158,0.940079,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.67619,0.670242,0.736842,0.959325,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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(Ramaswamy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.702381,0.7,0.763158,0.950397,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.545238,0.684211,0.938634,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.553571,0.515476,0.657895,0.943182,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.711905,0.68254,0.763158,0.92525,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.946315,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.678571,0.673129,0.763158,0.957285,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.595238,0.545238,0.684211,0.929904,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.535714,0.516378,0.631579,0.900762,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",190,16063,0.611905,0.585034,0.657895,0.899997,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",190,16063,0.738095,0.72619,0.789474,0.952948,"mnpo_dlda"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",190,16063,0.767857,0.75102,0.815789,0.960941,"mnpo_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",190,16063,0.630952,0.607143,0.710526,0.908022,"mnpo_elastic_net_lr"],["gcm_ramaswamy","GCM (Ramaswamy)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",190,16063,0.690476,0.636395,0.763158,0.954308,"mnpo_dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","non_genomic","cDNA",7000,5000,0.959286,0.959286,0.959286,0.988769,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS 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2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","non_genomic","cDNA",7000,5000,0.957857,0.957857,0.957857,0.990698,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969285,0.969286,0.994747,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","non_genomic","cDNA",7000,5000,0.967143,0.967142,0.967143,0.992187,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","non_genomic","cDNA",7000,5000,0.965714,0.965714,0.965714,0.992537,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","non_genomic","cDNA",7000,5000,0.972857,0.972857,0.972857,0.994416,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","non_genomic","cDNA",7000,5000,0.966429,0.966428,0.966429,0.992959,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","non_genomic","cDNA",7000,5000,0.976429,0.976428,0.976429,0.997071,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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panel",89,"medium","non_genomic","cDNA",7000,5000,0.962857,0.962857,0.962857,0.992143,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","non_genomic","cDNA",7000,5000,0.976429,0.976428,0.976429,0.996139,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995284,"lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","non_genomic","cDNA",7000,5000,0.965,0.964996,0.965,0.992831,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.966429,0.966426,0.966429,0.992927,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.965714,0.965714,0.965714,0.99588,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.977143,0.977143,0.977143,0.99601,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991851,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995284,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969284,0.969286,0.993282,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.996012,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.977143,0.977143,0.977143,0.995998,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991751,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995284,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.965,0.964996,0.965,0.992831,"mnpo_svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969285,0.969286,0.994365,"mnpo_dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.977143,0.977143,0.977143,0.995998,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991751,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995284,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.965,0.964996,0.965,0.992831,"mnpo_svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969285,0.969286,0.994365,"mnpo_dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.977143,0.977143,0.977143,0.995998,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991751,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.974286,0.974285,0.974286,0.976251,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.972857,0.972854,0.972857,0.974831,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.972014,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.978571,0.978571,0.978571,0.978543,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.962143,0.962143,0.962143,0.962115,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.974286,0.974285,0.974286,0.976251,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.972857,0.972854,0.972857,0.974831,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.972014,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.978571,0.978571,0.978571,0.978543,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.962143,0.962143,0.962143,0.962115,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.974286,0.974285,0.974286,0.976251,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.972857,0.972854,0.972857,0.974831,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.972014,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.978571,0.978571,0.978571,0.978543,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.962143,0.962143,0.962143,0.962115,"mnpo_ensemble_lr__elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995284,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969284,0.969286,0.993282,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.996012,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.977143,0.977143,0.977143,0.995998,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991751,"mnpo_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.970714,0.970714,0.970714,0.994876,"bc_svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.967857,0.967856,0.967857,0.993241,"bc_svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.968571,0.968571,0.968571,0.995647,"bc_svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.976429,0.976429,0.976429,0.995392,"bc_svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.96,0.96,0.96,0.991543,"bc_svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.95,0.949974,0.95,0.986396,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.953571,0.953557,0.953571,0.984459,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.955714,0.95571,0.955714,0.984859,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.949286,0.949258,0.949286,0.985041,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.957857,0.957834,0.957857,0.987922,"copula_da"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.958571,0.95857,0.958571,0.990386,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.948571,0.948571,0.948571,0.985573,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.95,0.95,0.95,0.98941,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.942143,0.94214,0.942143,0.985206,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.942857,0.942856,0.942857,0.987412,"cpda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.96,0.959998,0.96,0.993682,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961424,0.961429,0.992482,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969285,0.969286,0.994365,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.964286,0.964285,0.964286,0.994765,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.955714,0.955714,0.955714,0.992035,"dlda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.975,0.975,0.975,0.995312,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.970714,0.970713,0.970714,0.993329,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.97,0.97,0.97,0.996012,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.978571,0.978571,0.978571,0.996014,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961429,0.961429,0.991831,"elastic_net_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.958571,0.958567,0.958571,0.987809,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.962143,0.962142,0.962143,0.990033,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.965,0.965,0.965,0.991573,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.960714,0.960711,0.960714,0.9898,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.957857,0.957857,0.957857,0.990701,"knn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.932857,0.932822,0.932857,0.967842,"nb"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.926429,0.926377,0.926429,0.970607,"nb"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.917143,0.917129,0.917143,0.965854,"nb"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.895,0.894991,0.895,0.95032,"nb"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.927143,0.927114,0.927143,0.967065,"nb"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.96,0.96,0.96,0.983809,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.962143,0.962137,0.962143,0.98758,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.963571,0.963571,0.963571,0.99075,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.958571,0.95857,0.958571,0.985514,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.96,0.959999,0.96,0.986252,"near_subspace"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.886429,0.886398,0.886429,0.946157,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.9,0.899997,0.9,0.962357,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.89,0.889992,0.89,0.957515,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.860714,0.860677,0.860714,0.937523,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.884286,0.884282,0.884286,0.949358,"nsc"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.947143,0.947125,0.947143,0.947143,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.956429,0.956427,0.956429,0.956429,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.956429,0.956427,0.956429,0.956429,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.955714,0.955713,0.955714,0.955714,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.951429,0.951422,0.951429,0.951429,"pls_da_classifier"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.943571,0.943563,0.943571,0.981241,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.943571,0.943567,0.943571,0.982588,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.942857,0.942857,0.942857,0.98668,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.937857,0.937856,0.937857,0.986588,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.938571,0.93857,0.938571,0.980351,"realmlp"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.824286,0.824285,0.824286,0.902473,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.754286,0.754187,0.754286,0.831522,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.793571,0.793541,0.793571,0.869139,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.787857,0.787854,0.787857,0.855861,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.782857,0.78277,0.782857,0.866167,"rff_lr"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.9,0.899941,0.9,0.954635,"rp_ensemble"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.871429,0.871407,0.871429,0.931924,"rp_ensemble"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.862143,0.862025,0.862143,0.949827,"rp_ensemble"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.827143,0.826846,0.827143,0.922145,"rp_ensemble"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.874286,0.874279,0.874286,0.93672,"rp_ensemble"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.929286,0.929278,0.929286,0.983008,"sglnn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.94,0.94,0.94,0.982208,"sglnn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.925,0.924991,0.925,0.979504,"sglnn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.93,0.929999,0.93,0.98061,"sglnn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.929286,0.929281,0.929286,0.97969,"sglnn"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.96,0.959998,0.96,0.993682,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.961429,0.961424,0.961429,0.992482,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.969286,0.969285,0.969286,0.994365,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.964286,0.964285,0.964286,0.994765,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.955714,0.955714,0.955714,0.992035,"shrinkage_lda"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.970714,0.970714,0.970714,0.994876,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.967857,0.967856,0.967857,0.993241,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.968571,0.968571,0.968571,0.995647,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.976429,0.976429,0.976429,0.995392,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.96,0.96,0.96,0.991543,"svm_linear"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.964286,0.964286,0.964286,0.993647,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.965,0.964996,0.965,0.992831,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.974286,0.974285,0.974286,0.99558,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.97,0.969999,0.97,0.994527,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.966429,0.966428,0.966429,0.993959,"svm_rbf"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","non_genomic","cDNA",7000,5000,0.955714,0.955714,0.955714,0.992445,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","non_genomic","cDNA",7000,5000,0.960714,0.960712,0.960714,0.991608,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","non_genomic","cDNA",7000,5000,0.965714,0.965711,0.965714,0.994022,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","non_genomic","cDNA",7000,5000,0.956429,0.956427,0.956429,0.99248,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","non_genomic","cDNA",7000,5000,0.954286,0.954285,0.954286,0.991731,"tabm"],["gisette_nips03","GISETTE (NIPS 2003 FS Challenge)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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panel",42,"hard","genomics","cDNA",180,49151,0.74375,0.722405,0.777778,0.880054,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.759375,0.76591,0.805556,0.844213,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.746875,0.713972,0.722222,0.887006,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.55,0.496154,0.5,0.778152,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",42,"hard","genomics","cDNA",180,49151,0.628125,0.586458,0.694444,0.833142,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.6375,0.627213,0.666667,0.837692,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.6875,0.686262,0.694444,0.87752,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.6,0.548535,0.555556,0.778753,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"hard","genomics","cDNA",180,49151,0.621875,0.627976,0.638889,0.868585,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.55625,0.520452,0.555556,0.812983,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.509375,0.438187,0.5,0.761804,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.69375,0.669855,0.75,0.887376,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.6375,0.657197,0.666667,0.815483,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.653125,0.649623,0.694444,0.870409,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.565625,0.529015,0.555556,0.783751,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.534375,0.477689,0.5,0.765862,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.884391,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.71875,0.724888,0.75,0.844574,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.59375,0.619912,0.666667,0.844814,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.465625,0.436516,0.472222,0.793058,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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panel",23,"hard","genomics","cDNA",180,49151,0.48125,0.463539,0.5,0.746127,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.5,0.447334,0.472222,0.741189,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.74375,0.722405,0.777778,0.865639,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.678125,0.695549,0.722222,0.867052,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.59375,0.619912,0.666667,0.844814,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.465625,0.436516,0.472222,0.793058,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.55625,0.506541,0.555556,0.754403,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.6625,0.636092,0.694444,0.815041,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.628125,0.600899,0.666667,0.831403,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.603125,0.620094,0.694444,0.844841,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.540625,0.52535,0.555556,0.797017,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.515625,0.464286,0.527778,0.708433,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.696875,0.665532,0.694444,0.840947,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.628125,0.642565,0.694444,0.811424,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.74375,0.73717,0.777778,0.916117,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.565625,0.529015,0.555556,0.798015,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.590625,0.537157,0.583333,0.789223,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.64375,0.595455,0.722222,0.851411,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.734375,0.75,0.777778,0.829567,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.74375,0.751059,0.777778,0.905839,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.540625,0.503157,0.527778,0.797507,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.50625,0.458974,0.527778,0.768938,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.728125,0.711458,0.75,0.87234,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.734375,0.725639,0.777778,0.829717,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.54375,0.570833,0.638889,0.84193,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.575,0.538358,0.555556,0.758602,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.515625,0.463688,0.5,0.704259,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.696875,0.665532,0.694444,0.845524,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.728125,0.714514,0.75,0.850962,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.559375,0.587483,0.666667,0.852338,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.60625,0.551587,0.583333,0.798308,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.49375,0.429006,0.472222,0.712992,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.74375,0.729665,0.777778,0.855851,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.678125,0.65768,0.694444,0.829247,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.59375,0.619912,0.666667,0.844814,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.465625,0.436516,0.472222,0.793058,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.55625,0.506541,0.555556,0.754403,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.6625,0.636092,0.694444,0.815041,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.628125,0.600899,0.666667,0.831403,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.66875,0.692551,0.75,0.863446,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.525,0.483017,0.5,0.781702,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.565625,0.514286,0.555556,0.759381,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.709375,0.720264,0.777778,0.832229,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.728125,0.71195,0.75,0.85472,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.628125,0.63392,0.694444,0.873003,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.571875,0.569697,0.611111,0.758158,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.53125,0.475985,0.555556,0.733747,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.5875,0.548485,0.666667,0.805585,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.6375,0.610546,0.666667,0.818182,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.759375,0.755051,0.805556,0.897804,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.621875,0.570461,0.611111,0.79345,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.509375,0.454853,0.472222,0.700219,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",180,49151,0.71875,0.691883,0.777778,0.884412,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.709375,0.723172,0.777778,0.843308,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.528125,0.539422,0.611111,0.793955,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.55,0.509817,0.527778,0.801623,"lr"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.621875,0.595074,0.638889,0.785957,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.5375,0.521172,0.583333,0.806344,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.53125,0.512571,0.583333,0.747858,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.525,0.463083,0.527778,0.754926,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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(Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.6375,0.611741,0.666667,0.830403,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.6875,0.643363,0.694444,0.860544,"mnpo_rp_ensemble"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.53125,0.49685,0.555556,0.780073,"mnpo_nsc"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",180,49151,0.678125,0.639866,0.694444,0.833499,"mnpo_spatial_median_da"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",180,49151,0.5375,0.529298,0.611111,0.783065,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",180,49151,0.53125,0.513258,0.583333,0.752797,"nb"],["gla_bra_180","GLA-BRA-180 (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",180,49151,0.55,0.48581,0.555556,0.741607,"nb"],["gla_bra_180","GLA-BRA-180 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HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.5,"mnpo_ensemble_lr__nb"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.5,"mnpo_ensemble_lr__nb"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.5,"mnpo_ensemble_lr__nb"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.8,0.836538,0.882353,0.983333,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.983333,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.766667,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.933333,"bc_svm_linear"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.916667,0.871212,0.882353,1.0,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.966667,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.633333,0.613636,0.647059,0.683333,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.833333,0.757143,0.764706,0.9,"copula_da"],["gli_85","Glioma (GLI_85)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.933333,"cpda"],["gli_85","Glioma (GLI_85)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.916667,0.871212,0.882353,1.0,"cpda"],["gli_85","Glioma (GLI_85)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"cpda"],["gli_85","Glioma (GLI_85)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.783333,"cpda"],["gli_85","Glioma (GLI_85)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.933333,"cpda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.783333,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.9,"dlda"],["gli_85","Glioma (GLI_85)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.933333,"elastic_net_lr"],["gli_85","Glioma (GLI_85)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 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subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.858333,"knn"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.983333,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.491667,0.484848,0.529412,0.616667,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.95,"nb"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.85,"near_subspace"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"near_subspace"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,1.0,1.0,1.0,1.0,"near_subspace"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.766667,"near_subspace"],["gli_85","Glioma (GLI_85)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.95,"near_subspace"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.983333,"nsc"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.916667,0.871212,0.882353,1.0,"nsc"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,"nsc"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.633333,0.613636,0.647059,0.658333,"nsc"],["gli_85","Glioma (GLI_85)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.933333,"nsc"],["gli_85","Glioma (GLI_85)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy 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HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"rp_ensemble"],["gli_85","Glioma (GLI_85)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.966667,"rp_ensemble"],["gli_85","Glioma (GLI_85)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.575,0.575,0.647059,0.7,"rp_ensemble"],["gli_85","Glioma (GLI_85)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.866667,"rp_ensemble"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.9,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.758333,0.773333,0.823529,0.95,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.783333,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.933333,"sglnn"],["gli_85","Glioma (GLI_85)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"shrinkage_lda"],["gli_85","Glioma (GLI_85)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,1.0,"shrinkage_lda"],["gli_85","Glioma (GLI_85)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"shrinkage_lda"],["gli_85","Glioma (GLI_85)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy 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HG-U133A",85,22283,0.758333,0.773333,0.823529,0.966667,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.716667,"mnpo_lr"],["gli_85","Glioma (GLI_85)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.775,0.742424,0.764706,0.933333,"mnpo_spatial_median_da"],["gli_85","Glioma (GLI_85)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.983333,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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HG-U133A",85,22283,0.958333,0.932806,0.941176,0.983333,"lr"],["gli_85","Glioma (GLI_85)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.716667,"lr"],["gli_85","Glioma (GLI_85)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",85,22283,0.675,0.664032,0.705882,0.833333,"lr"],["gli_85","Glioma (GLI_85)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy 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HG-U133A",85,22283,0.9,0.924444,0.941176,0.5,"mnpo_ensemble_dlda__knn"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",85,22283,0.958333,0.932806,0.941176,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",85,22283,0.858333,0.858333,0.882353,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",85,22283,0.716667,0.716667,0.764706,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["gli_85","Glioma (GLI_85)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 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HG-U133A",85,22283,0.9,0.924444,0.941176,1.0,"mnpo_lr"],["gli_85","Glioma (GLI_85)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",85,22283,0.616667,0.622222,0.705882,0.733333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",85,22283,0.816667,0.798419,0.823529,0.933333,"mnpo_lr"],["gli_85","Glioma (GLI_85)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",85,22283,0.9,0.924444,0.941176,0.966667,"mnpo_dlda"],["gli_85","Glioma (GLI_85)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy 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panel",59,"medium","genomics","cDNA",50,4434,0.5,0.5,0.6,0.811508,"mnpo_copula_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.916667,0.866667,0.9,1.0,"spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.928571,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.333333,0.333333,0.4,0.777778,"cpda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.75,0.7,0.7,0.853175,"nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.666667,0.583333,0.6,0.940476,"mnpo_spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.5,0.454167,0.6,0.801587,"mnpo_near_subspace"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.75,0.7,0.7,0.952381,"mnpo_elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.25,0.214286,0.3,0.722222,"mnpo_dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.75,0.7,0.7,0.829365,"mnpo_nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.75,0.672619,0.7,0.964286,"mnpo_spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.873016,"mnpo_spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.916667,0.914286,0.9,1.0,"mnpo_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.25,0.266667,0.3,0.710317,"mnpo_nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.84127,"mnpo_spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.583333,0.416667,0.5,0.888889,"mnpo_nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.5,0.479167,0.6,0.833333,"mnpo_nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.666667,0.6,0.880952,"mnpo_elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.416667,0.354167,0.5,0.81746,"mnpo_gqda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.5,0.438095,0.4,0.793651,"mnpo_cpda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.75,0.672619,0.7,0.97619,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.833333,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.928571,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.829365,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.75,0.672619,0.7,0.97619,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.833333,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.928571,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.75,0.679167,0.7,0.865079,"svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.829365,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.666667,0.541667,0.6,0.964286,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.75,0.714286,0.9,0.960317,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.666667,0.6,0.857143,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.777778,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.666667,0.6,0.880952,"lr"],["glioma_50_4class","Glioma (50 x 4434, 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4-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.5,0.5,0.6,0.811508,"mnpo_copula_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.916667,0.866667,0.9,1.0,"spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.525794,"vote_ensemble"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.928571,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.333333,0.333333,0.4,0.777778,"cpda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.75,0.7,0.7,0.853175,"nsc"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,1.0,1.0,1.0,1.0,"mnpo_cpda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.557143,0.7,0.924603,"mnpo_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.666667,0.6,0.869048,"mnpo_elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.416667,0.410714,0.5,0.801587,"mnpo_cpda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.865079,"mnpo_spatial_median_da"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark 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4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.55754,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.545635,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.333333,0.32619,0.4,0.460317,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.492063,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.833333,0.755952,0.8,0.988095,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.333333,0.333333,0.4,0.865079,"dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.833333,0.833333,0.8,0.952381,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.333333,0.291667,0.4,0.75,"svm_rbf"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.416667,0.409524,0.5,0.829365,"lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.666667,0.583333,0.6,0.404762,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel",59,"medium","genomics","cDNA",50,4434,0.416667,0.409524,0.5,0.486111,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",50,4434,0.75,0.672619,0.7,0.424603,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",50,4434,0.583333,0.526786,0.7,0.55754,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.545635,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",50,4434,0.333333,0.32619,0.4,0.460317,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["glioma_50_4class","Glioma (50 x 4434, 4-class)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",50,4434,0.666667,0.609524,0.6,0.492063,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.516667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",51,28278,0.633333,0.633333,0.636364,0.6,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.433333,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.366667,"knn"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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FS","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.833333,0.816667,0.818182,0.833333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.666667,0.607143,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.666667,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.7,0.685714,0.727273,0.766667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: 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panel",11,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.433333,0.410714,0.454545,0.533333,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.833333,0.816667,0.818182,1.0,"lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.666667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.666667,0.607143,0.636364,0.533333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.366667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.633333,0.633333,0.636364,0.666667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.9,0.905983,0.909091,0.966667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.666667,0.607143,0.636364,0.7,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.433333,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.25,0.214286,0.272727,0.366667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.4,0.266667,0.363636,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.416667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.466667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.366667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Cancer Gene Expression (HF: mubashir1837)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.666667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.4,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.266667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.7,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.666667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.5,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.7,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.466667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Cancer Gene Expression (HF: mubashir1837)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.65,0.633333,0.636364,0.8,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.633333,"mnpo_cpda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.45,0.45,0.454545,0.366667,"mnpo_cpda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.4,0.266667,0.363636,0.466667,"mnpo_nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR 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mubashir1837)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"mnpo_tabm"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.533333,"rp_ensemble"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.55,0.545455,0.545455,0.466667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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Gene Expression (HF: mubashir1837)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.733333,0.727273,0.727273,0.766667,"elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.633333,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.483333,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full 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panel",59,"hard","genomics","cDNA",51,28278,0.633333,0.633333,0.636364,0.566667,"mnpo_ensemble_dlda__elastic_net_lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.516667,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.433333,0.410714,0.454545,0.466667,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.466667,0.45,0.454545,0.5,"nb"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",51,28278,0.833333,0.816667,0.818182,0.966667,"svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",51,28278,0.483333,0.410714,0.454545,0.7,"dlda"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",51,28278,0.566667,0.529915,0.545455,0.566667,"mnpo_ensemble_lr__svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",51,28278,0.35,0.34188,0.363636,0.333333,"mnpo_ensemble_dlda__lr"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",51,28278,0.533333,0.529915,0.545455,0.516667,"mnpo_ensemble_nb__svm_linear"],["hf_breast_ge_mubashir1837","Breast Cancer Gene Expression (HF: mubashir1837)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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x 12533, 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.93743,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 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Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.905443,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.933333,0.925926,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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12533, 3-class)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,0.933333,0.925926,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.9422,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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3-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.986251,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.900954,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS 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3-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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3-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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3-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.957351,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.888889,0.866667,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.920875,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.978676,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.9422,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.900954,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.900954,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.866667,0.85,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.951178,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.993827,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,0.985758,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.920875,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.727778,0.727778,0.733333,0.87963,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.977273,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.992424,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.907127,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.986251,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.992424,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.866667,0.85,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.861111,0.861111,0.866667,0.900954,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.922078,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,0.964927,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 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2002 (72 x 12533, 3-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,0.916667,0.92674,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"dlda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(72 x 12533, 3-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"mnpo_dbda"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,0.986251,"mnpo_elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","cDNA",72,12533,0.877778,0.865993,0.866667,1.0,"lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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(72 x 12533, 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",72,12533,0.944444,0.93266,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",72,12533,1.0,1.0,1.0,1.0,"mnpo_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",72,12533,0.888889,0.866667,0.866667,1.0,"mnpo_elastic_net_lr"],["leukemia_1_72_3class","MLL Leukemia — Armstrong 2002 (72 x 12533, 3-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy 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(Golub)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Golub)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.88,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.7,0.7,0.733333,0.92,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.94,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.9,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.98,"dlda"],["leukemia_golub","Leukemia (Golub)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.9,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 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HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy 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HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy 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(Golub)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.93,"nb"],["leukemia_golub","Leukemia (Golub)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","V20_B03_mnpo_ref_anchor","B","V20 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HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.92,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy 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HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_elastic_net_lr__lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_elastic_net_lr__svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_ensemble_knn__lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"bc_svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,1.0,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.7,0.720497,0.8,1.0,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"copula_da"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"cpda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.7,0.720497,0.8,0.9,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.84,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,1.0,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.86,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.9,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nsc"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"pls_da_classifier"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.65,0.598214,0.6,0.9,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"realmlp"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.9,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.96,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.85,0.85,0.866667,0.88,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.75,0.722222,0.733333,0.82,"rff_lr"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.8,0.784689,0.8,0.92,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.75,0.722222,0.733333,0.82,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"sglnn"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"shrinkage_lda"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"tabm"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.88,"tabm"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"tabm"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"tabm"],["leukemia_golub","Leukemia (Golub)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"tabm"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_realmlp"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_gqda"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_realmlp"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_near_subspace"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_gqda"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.96,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"svm_linear"],["leukemia_golub","Leukemia (Golub)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"svm_rbf"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.98,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"knn"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.9,0.861111,0.866667,0.96,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_rp_ensemble"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_dbda"],["leukemia_golub","Leukemia (Golub)","V20_T02_no_tabpfn_legacy_full64","T","V20 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(Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.94,"lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"dlda"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"nb"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.9,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_knn__nb"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.95,"mnpo_ensemble_lr__elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner 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(Golub)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.98,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W02_cls_oracle_uniform","W","Clf 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HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_nb"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_nb"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.8,0.829545,0.866667,0.88,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_knn"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,0.96,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_dlda"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_nb"],["leukemia_golub","Leukemia (Golub)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_nb"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",72,7129,0.95,0.92823,0.933333,1.0,"mnpo_elastic_net_lr"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,0.92,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_svm_linear"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",72,7129,0.9,0.920635,0.933333,1.0,"mnpo_lr"],["leukemia_golub","Leukemia (Golub)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_nsc"],["leukemia_golub","Leukemia (Golub)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","Affy 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HG-U95",72,7129,1.0,1.0,1.0,1.0,"mnpo_nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.9,0.935961,0.95122,0.977235,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992352,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.878903,0.95122,0.9921,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy 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HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",203,12600,0.971429,0.904615,0.902439,0.986524,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.995099,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.9,0.935961,0.95122,0.992946,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.994253,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.928571,0.895185,0.902439,0.990199,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.989902,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988974,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",203,12600,0.75,0.764532,0.95122,0.967137,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.980532,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993325,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.842857,0.843985,0.902439,0.990748,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.9921,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988424,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",203,12600,0.75,0.764532,0.95122,0.985343,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.994847,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.991847,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.995099,"nb"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990451,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",203,12600,0.921429,0.874465,0.878049,0.984073,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.992397,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A07_ref_before_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.987073,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.947876,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 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(OpenML Lung, 5-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.892857,0.910902,0.926829,0.9921,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",23,"hard","genomics","Affy 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HG-U133A",203,12600,0.95,0.96792,0.97561,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.892857,0.847619,0.926829,0.991595,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.999451,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.885714,0.814488,0.902439,0.992649,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.9891,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.992694,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.990578,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.99155,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.991001,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.9,0.935961,0.95122,0.978289,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.997253,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.928571,0.896296,0.902439,0.988298,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.987749,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy 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HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.993748,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.994253,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.742857,0.719841,0.926829,0.991298,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.987704,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.998099,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.995352,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.742857,0.719841,0.926829,0.991847,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.98965,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993199,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992775,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.991298,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.995649,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993451,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990199,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.95,0.96792,0.97561,0.996748,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.995649,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993451,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990199,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993199,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992775,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990199,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.996748,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.989902,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.989353,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy 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HG-U133A",203,12600,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993451,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990451,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.990199,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.989397,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.992352,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988551,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.990199,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.992902,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.990748,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994253,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.986397,"svm_linear"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.99455,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.988551,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994253,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.989902,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.99455,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.785714,0.807882,0.853659,0.982046,"near_subspace"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C02_new_regime_legacy_full64","V","V19 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5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.928571,0.895185,0.902439,0.99155,"mnpo_dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 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(OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.993748,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.997,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992352,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy 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HG-U133A",203,12600,0.985714,0.948148,0.95122,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"tabpfn"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.9,0.872682,0.95122,0.972973,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994802,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992649,"mnpo_spatial_median_da"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.985848,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.842857,0.86954,0.902439,0.982388,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994253,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.992352,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.9891,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.99455,"mnpo_rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.991803,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.971429,0.855726,0.902439,0.994001,"mnpo_dbda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.9921,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.991595,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.994802,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.989902,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.903704,0.95122,0.988551,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.920519,0.926829,0.9891,"mnpo_cpda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.897619,0.95122,0.98264,"rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988298,"gqda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.922424,0.926829,0.977532,"mnpo_nsc"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.992902,"mnpo_elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.988803,"mnpo_rp_ensemble"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.957143,0.869333,0.853659,0.988677,"mnpo_spatial_median_da"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"mnpo_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.992649,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.993704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.991001,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.988001,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.771429,0.704364,0.878049,0.992902,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.994253,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.707143,0.638004,0.804878,0.976452,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.921429,0.876587,0.878049,0.987155,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.445717,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.446789,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.451761,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.978571,0.926457,0.926829,0.444289,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,0.44819,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942857,0.95122,0.445487,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.985714,0.948148,0.95122,0.446789,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.935714,0.916869,0.926829,0.449289,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.992857,0.974141,0.97561,0.446789,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,0.445717,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",203,12600,0.942857,0.942063,0.95122,0.998099,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",203,12600,0.971429,0.907848,0.902439,0.995055,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",203,12600,0.764286,0.700155,0.853659,0.985704,"lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",203,12600,0.914286,0.860256,0.853659,0.984155,"elastic_net_lr"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",203,12600,1.0,1.0,1.0,1.0,"dlda"],["lung_gordon","Lung Cancer (OpenML Lung, 5-class)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner 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HG-U133A",203,12600,1.0,1.0,1.0,0.44819,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["lymphoma_11","Lymphoma-11 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.780952,0.85,0.876751,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.625,0.615797,0.75,0.796423,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.805556,0.748148,0.75,0.886801,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy 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benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.888889,0.880342,0.95,0.940476,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.639827,0.75,0.826231,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.88447,0.9,0.929861,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",96,4026,0.848148,0.833862,0.8,0.91091,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy 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(OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","Affy HG-U133A",96,4026,0.65,0.57619,0.6,0.797405,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","Affy HG-U133A",96,4026,0.940741,0.937654,0.9,0.963834,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",96,4026,0.80102,0.754317,0.85,0.892991,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",96,4026,0.828571,0.828571,0.9,0.909524,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.748299,0.85,0.868347,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.7875,0.85,0.894637,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy 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(OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",96,4026,0.617347,0.646259,0.7,0.788141,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",96,4026,0.828571,0.828571,0.9,0.909524,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.738636,0.85,0.885599,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy 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Anchor","full","Full benchmark panel",89,"hard","genomics","Affy HG-U133A",96,4026,0.780612,0.741497,0.8,0.882787,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","Affy HG-U133A",96,4026,0.828571,0.828571,0.9,0.905764,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.809524,0.808163,0.9,0.90056,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.7875,0.85,0.894637,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","Affy 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.740741,0.727778,0.8,0.854497,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.769697,0.754427,0.8,0.87344,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.809524,0.808163,0.9,0.90056,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.774242,0.8,0.884425,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy 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HG-U133A",96,4026,0.678788,0.623691,0.75,0.825742,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.829167,0.85,0.901786,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.813492,0.85,0.906658,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.806268,0.9,0.909774,"lr"],["lymphoma_11","Lymphoma-11 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HG-U133A",96,4026,0.708333,0.690476,0.85,0.841562,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.638889,0.574074,0.75,0.803263,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.777778,0.755556,0.85,0.876984,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy 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HG-U133A",96,4026,0.796296,0.719048,0.7,0.87871,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.757576,0.733566,0.8,0.867172,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.619048,0.608844,0.7,0.788515,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.520833,0.479167,0.65,0.738183,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.616226,0.8,0.82042,"lr"],["lymphoma_11","Lymphoma-11 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benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.718519,0.75,0.858637,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.806268,0.9,0.909774,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.69697,0.680047,0.8,0.837715,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.714286,0.736735,0.8,0.852941,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.823718,0.9,0.908526,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.805556,0.785979,0.85,0.892951,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.835979,0.9,0.90873,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.751515,0.742857,0.75,0.861957,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.809524,0.789116,0.9,0.896359,"lr"],["lymphoma_11","Lymphoma-11 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HG-U133A",96,4026,0.805556,0.785979,0.85,0.892951,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.777778,0.716321,0.85,0.878729,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.769697,0.754427,0.8,0.87344,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.714286,0.708163,0.8,0.848973,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.783333,0.9,0.899306,"lr"],["lymphoma_11","Lymphoma-11 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FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.733279,0.8,0.864379,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.851852,0.835185,0.8,0.913217,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.851852,0.805676,0.85,0.915766,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.872727,0.833333,0.85,0.928624,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.809524,0.789116,0.9,0.896359,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.774242,0.8,0.88422,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.813492,0.85,0.906658,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.679284,0.85,0.850951,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.727273,0.65368,0.85,0.856178,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.714286,0.719728,0.8,0.844538,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.479167,0.417262,0.55,0.70632,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.962963,0.955556,0.95,0.978395,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.814815,0.810967,0.75,0.893979,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.812121,0.781818,0.75,0.89226,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.857143,0.853061,0.85,0.915966,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.854167,0.838636,0.9,0.923611,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.861111,0.834921,0.9,0.924201,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.803989,0.8,0.902882,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.727273,0.665801,0.85,0.856045,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.714286,0.708163,0.8,0.848973,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.783333,0.9,0.899306,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.972222,0.968254,0.95,0.982843,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.796296,0.747009,0.85,0.888332,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.557576,0.496419,0.65,0.760484,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.619048,0.608844,0.7,0.788515,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.520833,0.479167,0.65,0.738183,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.616226,0.8,0.82042,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.796296,0.719048,0.7,0.87871,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.757576,0.733566,0.8,0.867172,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.619048,0.608844,0.7,0.788515,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.761255,0.85,0.885008,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.616226,0.8,0.82042,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.796296,0.719048,0.7,0.87871,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.757576,0.733566,0.8,0.867172,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.614286,0.75,0.812558,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.741667,0.8,0.863591,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.768519,0.733333,0.75,0.868101,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.740741,0.733333,0.8,0.858466,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.727273,0.706021,0.85,0.85554,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.65,0.75,0.820962,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.794643,0.85,0.894433,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.807407,0.9,0.910494,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.806268,0.9,0.909774,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.623691,0.75,0.825742,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.75102,0.85,0.872782,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.854167,0.838636,0.9,0.923611,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.768519,0.755556,0.75,0.870983,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.814815,0.776936,0.85,0.897947,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.709091,0.686364,0.8,0.843775,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.764286,0.85,0.872549,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.875,0.95,0.9375,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.768519,0.755556,0.8,0.87096,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.888889,0.851852,0.95,0.94152,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.69697,0.681818,0.8,0.837358,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.619048,0.608844,0.7,0.788515,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.520833,0.479167,0.65,0.738183,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.666667,0.616226,0.8,0.82042,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.796296,0.719048,0.7,0.87871,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.757576,0.733566,0.8,0.867172,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.735714,0.85,0.868347,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.6875,0.66131,0.75,0.832137,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.768519,0.754233,0.8,0.871165,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.703704,0.671958,0.8,0.838261,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.739394,0.678237,0.75,0.856178,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.735714,0.85,0.868347,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.604167,0.577814,0.7,0.783526,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.694444,0.614815,0.7,0.828159,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.87037,0.854497,0.9,0.927949,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.878788,0.852342,0.9,0.933971,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.857143,0.864286,0.85,0.920168,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.749242,0.8,0.884607,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.694444,0.614815,0.7,0.828159,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy 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HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.719643,0.8,0.859915,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.694444,0.614815,0.7,0.828159,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.87037,0.854497,0.9,0.927949,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.606061,0.590909,0.75,0.789511,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.735714,0.85,0.868347,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.78631,0.85,0.894637,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.694444,0.614815,0.7,0.828159,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.69697,0.681818,0.8,0.837358,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.761905,0.735714,0.85,0.868347,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.790476,0.9,0.899101,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.694444,0.614815,0.7,0.828159,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.777778,0.761905,0.9,0.882697,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.660606,0.590909,0.7,0.814467,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.857143,0.879592,0.85,0.92437,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.770833,0.758654,0.8,0.873016,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.813492,0.85,0.906658,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.777778,0.739683,0.8,0.875642,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.878788,0.870523,0.9,0.93369,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.857143,0.864286,0.85,0.920168,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.804167,0.85,0.898313,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.653704,0.75,0.845316,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.888889,0.880342,0.95,0.940476,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.727273,0.699134,0.85,0.854902,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.809524,0.808163,0.9,0.90056,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.804167,0.85,0.898313,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.787037,0.8,0.903958,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.814815,0.780423,0.85,0.897247,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.606061,0.53719,0.75,0.790149,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.833333,0.765476,0.85,0.906229,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.678788,0.663518,0.75,0.825593,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.791667,0.758333,0.8,0.889072,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.944444,0.94709,0.95,0.968954,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.69697,0.681818,0.8,0.837358,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.904762,0.892857,0.9,0.943978,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.729167,0.716613,0.8,0.853962,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.722222,0.666667,0.75,0.845134,"lr"],["lymphoma_11","Lymphoma-11 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D05_df_aic_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D06_df_aicc_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D10_df_mnpo_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 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HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D15_batch_cdf_center","D","DistFit","val18_stage","Val-18 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HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.977778,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 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HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 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(OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 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Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"vote_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.991667,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.766667,0.714035,0.785714,0.961111,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"copula_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"cpda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.977778,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.936111,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.983333,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"near_subspace"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,0.902778,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.938889,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.972222,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.983333,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.766667,0.725146,0.785714,0.961111,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.972222,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.633333,0.655556,0.785714,0.791667,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.972222,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.7,0.613072,0.642857,0.819444,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.766667,0.685185,0.785714,0.891667,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,0.5,0.457983,0.5,0.752778,"rff_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.9,0.763399,0.785714,0.930556,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"rp_ensemble"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.873016,0.928571,0.983333,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.977778,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"sglnn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.977778,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"shrinkage_lda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,0.972222,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_nsc"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_realmlp"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_gqda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_rbf"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,0.833333,0.822222,0.928571,0.972222,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tabm"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"pls_da_classifier"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.986111,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_elastic_net_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"tune_first_ensemble_nb__lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__svm_linear__knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,0.986111,"knn"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"mnpo_ensemble_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"nb"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_dlda__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_ensemble_nb__lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.969444,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__svm_linear"],["lymphoma_3","Lymphoma-3 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_nb"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.82963,0.857143,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_knn"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",66,4026,0.966667,0.915789,0.928571,0.986111,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",66,4026,0.933333,0.851852,0.857143,1.0,"mnpo_elastic_net_lr"],["lymphoma_3","Lymphoma-3 (OpenML)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",66,4026,1.0,1.0,1.0,1.0,"mnpo_dlda"],["lymphoma_3","Lymphoma-3 (OpenML)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.8125,0.9,0.899488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.669444,0.8,0.848794,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.820833,0.9,0.921711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.993421,0.95,0.99375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.627976,0.8,0.818238,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.7875,0.74693,0.8,0.877083,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 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HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.62381,0.8,0.818238,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.719048,0.9,0.865278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.825,0.723512,0.75,0.895322,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.723214,0.85,0.861988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9375,0.85,0.75,0.955044,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.801754,0.9,0.924488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9,0.827941,0.8,0.936294,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.719048,0.9,0.865278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.732143,0.85,0.852961,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.813596,0.85,0.915461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.936111,0.9,0.980556,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.8,0.852449,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.801754,0.9,0.924488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.925,0.910088,0.9,0.959211,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.82197,0.9,0.89375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.944444,0.9,0.980556,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.820833,0.9,0.921711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8375,0.797222,0.8,0.902266,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.852778,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.936111,0.9,0.980556,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.826754,0.9,0.924671,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.951754,0.95,0.990461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.785714,0.9,0.896711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9375,0.916667,0.95,0.965461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.732143,0.85,0.852961,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.82197,0.9,0.89375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.826754,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.993421,0.95,0.99375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9625,0.911275,0.85,0.974488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.925,0.901754,0.9,0.955556,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.579167,0.75,0.817727,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.6875,0.65,0.85,0.833333,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.719048,0.9,0.865278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.65,0.58687,0.7,0.804349,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.685606,0.8,0.846711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.868421,0.9,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.825,0.754902,0.75,0.892727,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.785714,0.9,0.896711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9375,0.916667,0.95,0.965461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.732143,0.85,0.852961,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.961111,0.9,0.984028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9,0.811275,0.8,0.936477,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.785714,0.9,0.896711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.993421,0.95,0.99375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.815476,0.85,0.8875,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.732143,0.85,0.852961,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.820833,0.9,0.921711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9625,0.911275,0.85,0.974488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.82197,0.9,0.89375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.951754,0.95,0.990461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8625,0.9,0.921711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.826754,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.7875,0.74693,0.8,0.877083,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.754167,0.85,0.886988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.64881,0.8,0.821711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.7875,0.70943,0.8,0.877632,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.752778,0.8,0.914949,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.625,0.573214,0.8,0.796199,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.794444,0.85,0.918238,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.6875,0.85,0.855556,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.805263,0.85,0.911806,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.801754,0.85,0.924488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.678571,0.75,0.840461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.7,0.8,0.843238,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.8375,0.780556,0.8,0.902083,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.77381,0.85,0.884211,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.852778,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.820833,0.9,0.921711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.945833,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 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HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N08_core_banzhaf_no_clp_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.975,0.919444,0.9,0.980738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.77381,0.85,0.884211,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N09_core_banzhaf_no_js","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.945833,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N10_core_banzhaf_no_conformal_eff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 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HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N11_core_banzhaf_cvar","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9625,0.886275,0.85,0.971016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N12_core_banzhaf_interaction","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 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HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N13_core_banzhaf_ubayfs","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.951754,0.95,0.990461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.843421,0.9,0.927778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.675,0.8,0.843056,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N14_core_oracle_slim","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.775,0.726984,0.75,0.867361,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.683333,0.75,0.843421,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N15_core_meta_logistic","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 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HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.788596,0.85,0.911988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N21_broad_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.785714,0.9,0.896711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9375,0.916667,0.95,0.965461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.719048,0.9,0.865278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.852778,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy 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(OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.788596,0.85,0.911988,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.949488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.949488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.949488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.670833,0.85,0.855738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.877778,0.85,0.949488,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.790476,0.85,0.884028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9375,0.916667,0.95,0.965461,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9625,0.894608,0.85,0.971016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.7375,0.85,0.887171,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.85,0.95,0.934028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.925,0.885088,0.9,0.955738,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.875,0.869048,0.95,0.93125,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.675,0.664773,0.8,0.815278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.752778,0.8,0.914949,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.818421,0.9,0.924306,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.9875,0.968421,0.95,0.990278,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.9125,0.861111,0.85,0.946016,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8625,0.9,0.925,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.7,0.8,0.843238,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.7375,0.707143,0.85,0.852778,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.85,0.794444,0.8,0.914583,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.683333,0.75,0.843421,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8625,0.8375,0.9,0.921528,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.725,0.602778,0.75,0.848977,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.82197,0.9,0.89375,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",96,4026,1.0,1.0,1.0,1.0,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",96,4026,0.75,0.738636,0.9,0.8625,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",96,4026,0.8,0.794643,0.85,0.884028,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",96,4026,0.8125,0.785714,0.9,0.896711,"lr"],["lymphoma_9","Lymphoma-9 (OpenML)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.567308,0.566947,0.567308,0.575399,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.569231,0.568593,0.569231,0.597115,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.567308,0.566845,0.567308,0.574956,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.559615,0.559418,0.559615,0.601982,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS 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Challenge)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.536538,0.536523,0.536538,0.53892,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.540385,0.540002,0.540385,0.545059,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.484615,0.484425,0.484615,0.524201,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.505769,0.50568,0.505769,0.513964,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS 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Challenge)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.501923,0.500947,0.501923,0.48858,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.503846,0.503817,0.503846,0.503225,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.532692,0.532649,0.532692,0.537396,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.505769,0.50568,0.505769,0.52287,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.623077,0.623071,0.623077,0.662249,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.584615,0.584314,0.584615,0.623565,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.551923,0.551643,0.551923,0.582278,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.617308,0.617272,0.617308,0.637959,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.546154,0.545986,0.546154,0.575118,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.573077,0.573052,0.573077,0.595399,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.569231,0.569205,0.569231,0.591317,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.553846,0.55382,0.553846,0.579393,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.565385,0.565224,0.565385,0.592189,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.542308,0.542199,0.542308,0.551627,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.484615,0.484425,0.484615,0.524201,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.505769,0.50568,0.505769,0.513964,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS 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Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.505769,0.50568,0.505769,0.513964,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.505769,0.505358,0.505769,0.520799,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.536538,0.536523,0.536538,0.53892,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.540385,0.540002,0.540385,0.545059,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.588462,0.588462,0.588462,0.610192,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.559615,0.559536,0.559615,0.583994,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.548077,0.547875,0.548077,0.569467,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.538462,0.538291,0.538462,0.590651,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.536538,0.536537,0.536538,0.538935,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.484615,0.484425,0.484615,0.524201,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.505769,0.50568,0.505769,0.513964,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.580769,0.58067,0.580769,0.604749,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.544231,0.544148,0.544231,0.566834,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.569231,0.569129,0.569231,0.588802,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.536538,0.536454,0.536538,0.52932,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.571154,0.570962,0.571154,0.6175,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.553846,0.553681,0.553846,0.573299,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.55,0.549993,0.55,0.55645,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.573077,0.57302,0.573077,0.602337,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.553846,0.553741,0.553846,0.55284,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.580769,0.58067,0.580769,0.626583,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.546154,0.546046,0.546154,0.572973,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.553846,0.553311,0.553846,0.565074,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.576923,0.576923,0.576923,0.588772,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.517308,0.517263,0.517308,0.529822,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.594231,0.594049,0.594231,0.623817,"dlda"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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panel",11,"medium","non_genomic","cDNA",2600,500,0.621154,0.621141,0.621154,0.628299,"svm_linear"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.513462,0.512667,0.513462,0.54747,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.486538,0.486521,0.486538,0.503299,"lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.480769,0.480493,0.480769,0.521391,"elastic_net_lr"],["madelon_nips03","MADELON (NIPS 2003 FS 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panel",37,"medium","non_genomic","cDNA",2600,500,0.711538,0.707905,0.711538,0.765459,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.628846,0.623317,0.628846,0.680799,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.738462,0.73561,0.738462,0.818062,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","non_genomic","cDNA",2600,500,0.790385,0.787057,0.790385,0.859327,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","non_genomic","cDNA",2600,500,0.775,0.772066,0.775,0.842611,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","non_genomic","cDNA",2600,500,0.711538,0.707905,0.711538,0.765459,"mnpo_ensemble_rf__knn"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","non_genomic","cDNA",2600,500,0.638462,0.633583,0.638462,0.690621,"mnpo_ensemble_rf__lr"],["madelon_nips03","MADELON (NIPS 2003 FS Challenge)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","non_genomic","cDNA",2600,500,0.738462,0.73561,0.738462,0.818062,"mnpo_ensemble_rf__knn"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"easy","genomics","Affy HG-U95",72,12582,0.916667,0.922078,0.933333,1.0,"dlda"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"easy","genomics","Affy HG-U95",72,12582,0.861111,0.861111,0.866667,0.963524,"svm_linear"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,"dlda"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,"lr"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"easy","genomics","Affy HG-U95",72,12582,0.944444,0.939394,0.933333,0.993827,"svm_rbf"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"easy","genomics","Affy HG-U95",72,12582,0.85,0.85,0.866667,0.949697,"knn"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"easy","genomics","Affy HG-U95",72,12582,1.0,1.0,1.0,1.0,"svm_rbf"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"easy","genomics","Affy HG-U95",72,12582,0.916667,0.92674,0.933333,0.949776,"lr"],["mll_microarray","MLL (OpenML)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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(Ross)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U95",64,6830,0.333333,0.272487,0.307692,0.631734,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U95",64,6830,0.1875,0.145833,0.153846,0.560511,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","Affy HG-U95",64,6830,0.375,0.354167,0.384615,0.655777,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U95",64,6830,0.222222,0.222222,0.230769,0.582492,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","Affy HG-U95",64,6830,0.111111,0.088889,0.153846,0.516835,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","Affy HG-U95",64,6830,0.333333,0.277778,0.307692,0.643098,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","Affy HG-U95",64,6830,0.555556,0.496296,0.538462,0.758418,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","Affy HG-U95",64,6830,0.1875,0.125,0.153846,0.549716,"lr"],["nci60_ross","NCI60 (Ross)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.203704,0.230769,0.568182,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.5,0.451852,0.538462,0.731481,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.420833,0.538462,0.728693,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict 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Holdout","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy 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Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current 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Holdout","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.296296,0.307692,0.605219,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.555556,0.422222,0.538462,0.754209,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.479167,0.495833,0.461538,0.72822,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.375,0.3125,0.307692,0.649621,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.138889,0.230769,0.578283,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.222222,0.222222,0.230769,0.572811,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.611111,0.537037,0.615385,0.791667,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.229167,0.177083,0.230769,0.577652,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.375,0.307692,0.685606,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.25,0.307692,0.638889,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.248677,0.307692,0.600589,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.388889,0.32963,0.461538,0.675505,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.354167,0.245833,0.307692,0.644792,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.4375,0.384615,0.685133,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.222222,0.307692,0.60564,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"very_hard","genomics","Affy HG-U95",64,6830,0.333333,0.267196,0.384615,0.627525,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.255556,0.384615,0.610269,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"very_hard","genomics","Affy HG-U95",64,6830,0.520833,0.425595,0.538462,0.726705,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"very_hard","genomics","Affy HG-U95",64,6830,0.4375,0.458333,0.384615,0.691288,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"very_hard","genomics","Affy HG-U95",64,6830,0.277778,0.211111,0.307692,0.614899,"lr"],["nci60_strict_holdout","NCI60 Strict Holdout","W01_cls_oracle_tritrust","W","Clf 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Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.433333,0.5,0.714205,"mnpo_dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.25,0.229167,0.25,0.571591,"mnpo_elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5625,0.508333,0.583333,0.750568,"mnpo_svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.375,0.354167,0.416667,0.644318,"mnpo_svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 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Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.433333,0.5,0.714205,"mnpo_dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.25,0.229167,0.25,0.571591,"mnpo_elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5625,0.508333,0.583333,0.750568,"mnpo_svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.375,0.354167,0.416667,0.644318,"mnpo_svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 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subset",37,"hard","genomics","cDNA",60,5726,0.5625,0.583333,0.583333,0.751136,"cpda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.3125,0.291667,0.333333,0.607386,"cpda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.4375,0.447917,0.416667,0.675568,"cpda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.625,0.516667,0.666667,0.788068,"dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.433333,0.5,0.714205,"dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.5,0.514881,0.5,0.713068,"dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.4375,0.395833,0.416667,0.676705,"dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.4375,0.447917,0.416667,0.675568,"dlda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.375,0.279167,0.416667,0.644886,"elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.408333,0.5,0.713636,"elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.25,0.229167,0.25,0.571591,"elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.625,0.583333,0.583333,0.782955,"elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.25,0.208333,0.333333,0.581818,"elastic_net_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.625,0.516667,0.666667,0.788068,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.475,0.5,0.713636,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.1875,0.166667,0.166667,0.534091,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5,0.479167,0.5,0.714205,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.5625,0.495833,0.583333,0.75,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.25,0.208333,0.333333,0.575568,"nb"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.495833,0.5,0.713636,"nb"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.3125,0.28125,0.333333,0.60625,"nb"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5625,0.516667,0.583333,0.751705,"nb"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.5625,0.504167,0.583333,0.751136,"nb"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.4375,0.383333,0.5,0.681818,"near_subspace"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.375,0.329167,0.416667,0.644886,"near_subspace"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.3125,0.320833,0.333333,0.607386,"near_subspace"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5,0.425,0.5,0.714205,"near_subspace"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.375,0.354167,0.416667,0.644318,"near_subspace"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.6875,0.604167,0.666667,0.819886,"nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.625,0.558333,0.583333,0.782386,"nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.375,0.341667,0.333333,0.639773,"nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.4375,0.416667,0.416667,0.677273,"nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.5,0.469048,0.5,0.71875,"nsc"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.5625,0.488095,0.583333,0.75,"pls_da_classifier"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.3125,0.195833,0.333333,0.608523,"pls_da_classifier"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.375,0.291667,0.333333,0.641477,"pls_da_classifier"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.375,0.294048,0.333333,0.638636,"pls_da_classifier"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.4375,0.445833,0.416667,0.676136,"pls_da_classifier"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.5,0.421429,0.5,0.713068,"realmlp"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.375,0.283333,0.416667,0.645455,"realmlp"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.125,0.1,0.166667,0.502841,"realmlp"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.25,0.25,0.333333,0.576705,"realmlp"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.375,0.279762,0.416667,0.644318,"realmlp"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.3125,0.258333,0.333333,0.614205,"rff_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.4375,0.404167,0.416667,0.682955,"rff_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.25,0.258333,0.25,0.582955,"rff_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.25,0.1875,0.25,0.584659,"rff_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.125,0.145833,0.166667,0.515909,"rff_lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.625,0.541667,0.583333,0.788636,"rp_ensemble"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.4375,0.3375,0.416667,0.683523,"rp_ensemble"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.375,0.3125,0.333333,0.640341,"rp_ensemble"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.3125,0.2375,0.333333,0.608523,"rp_ensemble"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.375,0.3,0.416667,0.650568,"rp_ensemble"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.375,0.321429,0.416667,0.645455,"sglnn"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.375,0.266667,0.333333,0.639773,"sglnn"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.4375,0.383333,0.416667,0.677273,"sglnn"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.4375,0.375,0.416667,0.676136,"sglnn"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.1875,0.145833,0.166667,0.536364,"sglnn"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.625,0.516667,0.666667,0.788068,"shrinkage_lda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.433333,0.5,0.714205,"shrinkage_lda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.5,0.514881,0.5,0.713068,"shrinkage_lda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.4375,0.395833,0.416667,0.676705,"shrinkage_lda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",60,5726,0.4375,0.447917,0.416667,0.675568,"shrinkage_lda"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",60,5726,0.4375,0.317262,0.5,0.681818,"svm_linear"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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subset",11,"hard","genomics","cDNA",60,5726,0.625,0.516667,0.666667,0.788068,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",60,5726,0.5,0.475,0.5,0.713636,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",60,5726,0.1875,0.166667,0.166667,0.534091,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",60,5726,0.5,0.479167,0.5,0.714205,"lr"],["nci9_60_9class","NCI9 (60 x 9712, 9-class)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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(Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10304,0.85,0.843333,0.85,0.988889,"svm_linear"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10304,1.0,1.0,1.0,1.0,"elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10304,0.75,0.726667,0.75,0.961111,"lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10304,0.85,0.806667,0.85,0.968056,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10304,0.9,0.893333,0.9,0.972222,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10304,0.85,0.846667,0.85,0.916667,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["orlraws10p","ORLraws10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 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Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","P15_lowpn_all_features","P","V18 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Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F01_flaml_30s_mnpo_diag24","F","V20 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subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"bc_svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.978114,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.974747,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"copula_da"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"knn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,0.969697,0.958059,0.960784,1.0,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,0.993266,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.978956,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"nb"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,0.984848,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,0.969697,0.958059,0.960784,0.969697,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"near_subspace"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.916667,0.932806,0.941176,1.0,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.944444,0.955882,0.960784,0.994949,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"nsc"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,0.972222,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,0.972222,"pls_da_classifier"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,0.969697,0.958059,0.960784,1.0,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,0.989899,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"realmlp"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.757576,0.760768,0.784314,0.883838,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,0.79798,0.790296,0.803922,0.910774,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.727273,0.724324,0.745098,0.846801,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,0.727273,0.724324,0.745098,0.868687,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,0.89899,0.893971,0.901961,0.957912,"rff_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.944444,0.955882,0.960784,1.0,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"rp_ensemble"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,0.998316,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"sglnn"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"shrinkage_lda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"svm_rbf"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"tabm"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_dlda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_cpda"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","mass-spec",253,15154,0.984848,0.978794,0.980392,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","mass-spec",253,15154,0.972222,0.978252,0.980392,1.0,"svm_linear"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","mass-spec",253,15154,1.0,1.0,1.0,1.0,"lr"],["ovarian_petricoin","Ovarian Cancer (Petricoin)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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(Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","D08_df_cv_loglik_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","D09_df_crps_after","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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(Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.988889,"knn"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.988889,"dlda"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.9,0.9,0.9,0.994444,"svm_linear"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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(Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.988889,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.988889,"svm_linear"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.988889,"svm_linear"],["pixraw10p","pixraw10P (Face)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.75,0.717143,0.75,0.913889,"lr"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.45,0.413333,0.45,0.808333,"lr"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.6,0.607143,0.6,0.894444,"lr"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.5,0.476667,0.5,0.819444,"lr"],["pixraw10p","pixraw10P (Face)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.4,0.391905,0.4,0.877778,"lr"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.8,0.766667,0.8,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.8,0.796667,0.8,0.975,"svm_linear"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.806667,0.85,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.85,0.85,0.988889,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.857143,0.85,0.983333,"svm_linear"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,"svm_linear"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"lr"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"lr"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"lr"],["pixraw10p","pixraw10P (Face)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.857143,0.85,0.980556,"dlda"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P 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panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.7,0.663333,0.7,0.994444,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.65,0.636667,0.65,0.975,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.75,0.690476,0.75,1.0,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.813333,0.85,0.975,"copula_da"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"cpda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,"elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.991667,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.9625,"knn"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.997222,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,1.0,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.8,0.793333,0.8,0.980556,"nb"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.75,0.73,0.75,0.955556,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.7,0.707143,0.7,0.961111,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.75,0.746667,0.75,0.916667,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.65,0.576667,0.65,0.991667,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.65,0.656667,0.65,0.95,"near_subspace"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"nsc"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"nsc"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"nsc"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.9,0.866667,0.9,1.0,"nsc"],["pixraw10p","pixraw10P (Face)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,1.0,"nsc"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.5,0.35381,0.5,0.722222,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.6,0.526667,0.6,0.777778,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.6,0.507143,0.6,0.777778,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.65,0.57,0.65,0.805556,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.55,0.466667,0.55,0.75,"pls_da_classifier"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.75,0.75,0.75,0.941667,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.806667,0.85,0.963889,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.85,0.813333,0.85,0.994444,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.988889,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.65,0.543333,0.65,0.95,"realmlp"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.65,0.590476,0.65,0.930556,"rff_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.75,0.753333,0.75,0.963889,"rff_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.55,0.456667,0.55,0.911111,"rff_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.966667,"rff_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.6,0.55,0.6,0.886111,"rff_lr"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.988889,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.994444,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.983333,"rp_ensemble"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.75,0.736667,0.75,0.944444,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.6,0.49,0.6,0.947222,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.85,0.806667,0.85,0.988889,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.986111,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.65,0.613333,0.65,0.941667,"sglnn"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.994444,"shrinkage_lda"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.966667,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.997222,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.991667,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.977778,"svm_rbf"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.8,0.793333,0.8,1.0,"tabm"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.85,0.85,0.991667,"tabm"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"tabm"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tabm"],["pixraw10p","pixraw10P (Face)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"tabm"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.75,0.717143,0.75,0.913889,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.45,0.413333,0.45,0.808333,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,0.6,0.607143,0.6,0.894444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.5,0.476667,0.5,0.819444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.4,0.391905,0.4,0.877778,"lr"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.75,0.713333,0.75,0.994444,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.991667,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.983333,"lr"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.846667,0.85,0.986111,"lr"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.983333,"lr"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.75,0.76,0.75,0.980556,"dlda"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,0.85,0.813333,0.85,0.988889,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.980556,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.84,0.85,0.994444,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.997222,"mnpo_dbda"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__svm_linear__lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.975,"tune_first_ensemble_dlda__svm_rbf__lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__svm_linear__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"tune_first_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"lr"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.980556,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.8,0.793333,0.8,0.988889,"dlda"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"dlda"],["pixraw10p","pixraw10P (Face)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.8,0.796667,0.8,0.988889,"dlda"],["pixraw10p","pixraw10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.948611,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr__svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.972222,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.986111,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.8,0.793333,0.8,0.963889,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"svm_linear"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.991667,"dlda"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.947222,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.975,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.975,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.947222,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.969444,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",100,10000,0.95,0.946667,0.95,0.975,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.973611,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","non_genomic","cDNA",100,10000,0.85,0.843333,0.85,0.997222,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","non_genomic","cDNA",100,10000,1.0,1.0,1.0,1.0,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","non_genomic","cDNA",100,10000,0.9,0.893333,0.9,0.994444,"mnpo_lr"],["pixraw10p","pixraw10P (Face)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","non_genomic","cDNA",100,10000,0.85,0.853333,0.85,0.991667,"mnpo_dlda"],["pixraw10p","pixraw10P (Face)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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(Singh)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 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(Singh)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.972727,"mnpo_elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,1.0,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.954545,"mnpo_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.972727,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.972727,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.990909,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.872727,"bc_svm_linear"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.509091,0.464286,0.52381,0.781818,"copula_da"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.945455,"copula_da"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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HG-U95",102,12600,0.859091,0.857143,0.857143,0.945455,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.954545,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.972727,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,1.0,1.0,1.0,1.0,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.990909,"dlda"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.954545,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.963636,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.9,0.902778,0.904762,0.972727,"elastic_net_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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HG-U95",102,12600,0.904545,0.904545,0.904762,0.945455,"near_subspace"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.909091,"near_subspace"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.990909,"near_subspace"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,1.0,"near_subspace"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 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FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.909091,"nsc"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.945455,"nsc"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.854545,0.855835,0.857143,0.854545,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.85,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.95,0.951945,0.952381,0.95,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.85,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.954545,0.952381,0.952381,0.954545,"pls_da_classifier"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.813636,0.809091,0.809524,0.881818,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.972727,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.981818,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy HG-U95",102,12600,0.85,0.851765,0.857143,0.945455,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","Affy HG-U95",102,12600,0.904545,0.904545,0.904762,0.936364,"realmlp"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","Affy HG-U95",102,12600,0.809091,0.809091,0.809524,0.9,"rff_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","Affy HG-U95",102,12600,0.709091,0.708333,0.714286,0.754545,"rff_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","Affy HG-U95",102,12600,0.622727,0.618182,0.619048,0.618182,"rff_lr"],["prostate_singh","Prostate Cancer (Singh)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","Affy 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subset",59,"easy","genomics","cDNA",1993,4862,0.942425,0.94232,0.942356,0.989008,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D13_batch_combat_source","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937437,0.937266,0.937343,0.991369,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.954912,0.954885,0.954887,0.988568,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D14_batch_combat_kmeans2","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D17_multimodal_gmm","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985678,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.991068,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","D18_multimodal_rank","D","DistFit","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.842349,0.84066,0.842105,0.92642,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.826884,0.826084,0.827068,0.922462,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.839435,0.838861,0.839599,0.930842,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.854812,0.853968,0.854637,0.939234,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.827312,0.825485,0.827068,0.899962,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.819912,0.815789,0.819549,0.902726,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.831922,0.831364,0.83208,0.916332,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.809623,0.809254,0.809524,0.909158,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.849837,0.848588,0.849624,0.934761,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.802324,0.798846,0.802005,0.897915,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.872462,0.870607,0.87218,0.967575,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.867337,0.866601,0.867168,0.95191,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.869887,0.868777,0.869674,0.946784,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.879975,0.878286,0.879699,0.965289,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.86245,0.860299,0.862155,0.967927,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.879874,0.879146,0.879699,0.958543,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.854849,0.853635,0.854637,0.952802,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.874862,0.87411,0.874687,0.940791,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.872475,0.870459,0.87218,0.969623,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.854837,0.853754,0.854637,0.955389,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.94745,0.947321,0.947368,0.991595,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.939824,0.93984,0.93985,0.985025,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.942387,0.94235,0.942356,0.986432,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.942425,0.94232,0.942356,0.990942,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.944862,0.944862,0.944862,0.989221,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel",59,"easy","genomics","cDNA",1993,4862,0.927349,0.927311,0.927318,0.984033,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.947412,0.947357,0.947368,0.991972,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922299,0.922304,0.922306,0.983166,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.962487,0.962372,0.962406,0.989573,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94495,0.944804,0.944862,0.991055,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.929887,0.929789,0.929825,0.986206,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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panel",59,"easy","genomics","cDNA",1993,4862,0.922362,0.922275,0.922306,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.991193,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.929824,0.929824,0.929825,0.982475,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.949962,0.949821,0.949875,0.987312,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 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Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.929887,0.929789,0.929825,0.987889,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924824,0.924812,0.924812,0.982563,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.944987,0.944737,0.944862,0.987286,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.988153,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.95495,0.954864,0.954887,0.990741,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark 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subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.985415,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.990226,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.990226,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.93995,0.939764,0.93985,0.98799,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.917324,0.917285,0.917293,0.979372,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.947475,0.947284,0.947368,0.987613,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.927412,0.927229,0.927318,0.988756,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924862,0.924789,0.924812,0.982349,"bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.894912,0.894253,0.894737,0.974887,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.907362,0.907154,0.907268,0.962123,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.91995,0.919532,0.919799,0.967802,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.917387,0.917191,0.917293,0.969673,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.927462,0.927097,0.927318,0.985754,"copula_da"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.897299,0.897202,0.897243,0.963681,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.869661,0.869667,0.869674,0.936771,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.892362,0.891959,0.892231,0.950214,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.899661,0.899607,0.899749,0.96559,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.882324,0.881965,0.882206,0.971809,"cpda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.879874,0.879146,0.879699,0.966193,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.872211,0.872168,0.87218,0.953379,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.869862,0.868982,0.869674,0.949585,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.877362,0.876669,0.877193,0.962123,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.887362,0.886874,0.887218,0.964799,"dlda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.990226,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985528,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.991721,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.927387,0.927273,0.927318,0.985992,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.887324,0.887036,0.887218,0.950251,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.879749,0.879662,0.879699,0.958668,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.902387,0.902009,0.902256,0.960854,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.914899,0.914632,0.914787,0.964837,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.917337,0.917275,0.917293,0.978329,"knn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.887437,0.886393,0.887218,0.972261,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.897035,0.896492,0.897243,0.953116,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.919975,0.919431,0.919799,0.978354,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.917349,0.91726,0.917293,0.959008,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.937475,0.937186,0.937343,0.986407,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.976131,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.882249,0.882179,0.882206,0.952186,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.907261,0.907266,0.907268,0.961131,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.919774,0.919787,0.919799,0.969824,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.902236,0.902246,0.902256,0.970842,"near_subspace"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.872475,0.870459,0.87218,0.968467,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.874736,0.874648,0.874687,0.952814,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.869837,0.869161,0.869674,0.945528,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.884899,0.8841,0.884712,0.961696,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.847324,0.846128,0.847118,0.949837,"nsc"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.874874,0.874021,0.874687,0.874874,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.867098,0.867048,0.867168,0.867098,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.854761,0.854306,0.854637,0.854761,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.877324,0.876884,0.877193,0.877324,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.859761,0.859394,0.859649,0.859761,"pls_da_classifier"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.92495,0.924603,0.924812,0.970025,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.872173,0.872177,0.87218,0.944133,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.904824,0.904713,0.904762,0.952538,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.914849,0.914744,0.914787,0.972224,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.909837,0.909729,0.909774,0.94544,"realmlp"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.759573,0.758292,0.759398,0.847286,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.709259,0.709257,0.709273,0.761809,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.749497,0.748804,0.749373,0.80593,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.734372,0.734294,0.734336,0.805641,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.619095,0.61893,0.619048,0.677073,"rff_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.797211,0.795508,0.796992,0.915327,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.774573,0.77381,0.774436,0.856947,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.76456,0.763626,0.764411,0.884095,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.797198,0.795678,0.796992,0.893279,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.769585,0.768515,0.769424,0.88843,"rp_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.887374,0.886809,0.887218,0.962136,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.884774,0.884653,0.884712,0.960201,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.859774,0.85933,0.859649,0.953492,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.882224,0.882203,0.882206,0.958832,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.874698,0.874686,0.874687,0.963204,"sglnn"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.879937,0.878656,0.879699,0.971231,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.869698,0.869667,0.869674,0.95505,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.859799,0.859181,0.859649,0.945025,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.874862,0.87411,0.874687,0.964535,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.872299,0.87192,0.87218,0.961495,"shrinkage_lda"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.93995,0.939764,0.93985,0.98799,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.917324,0.917285,0.917293,0.979372,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.947475,0.947284,0.947368,0.987613,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.927412,0.927229,0.927318,0.988756,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924862,0.924789,0.924812,0.982349,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.922425,0.922147,0.922306,0.985025,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.902312,0.902216,0.902256,0.976558,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.92495,0.924603,0.924812,0.980477,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.924925,0.924675,0.924812,0.986947,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.914862,0.914722,0.914787,0.977626,"svm_rbf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.924937,0.924641,0.924812,0.984146,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.899786,0.899734,0.899749,0.968568,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.927425,0.927201,0.927318,0.972739,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.927374,0.927289,0.927318,0.981721,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.912299,0.912278,0.912281,0.975641,"tabm"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.932399,0.932288,0.932331,0.985641,"mnpo_bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.984837,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.944962,0.944784,0.944862,0.989585,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.934925,0.934768,0.934837,0.986382,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.932399,0.932288,0.932331,0.985641,"mnpo_bc_svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.984837,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.944962,0.944784,0.944862,0.989585,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.934925,0.934768,0.934837,0.986382,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989648,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.980779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.92745,0.927135,0.927318,0.984171,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.917299,0.917293,0.917293,0.978003,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.959937,0.959893,0.9599,0.99304,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.914899,0.914632,0.914787,0.978618,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.949887,0.949874,0.949875,0.991935,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.989698,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985905,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.942462,0.942263,0.942356,0.990389,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.944925,0.944834,0.944862,0.990691,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924824,0.924812,0.924812,0.98044,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.95495,0.954864,0.954887,0.989962,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.949925,0.949859,0.949875,0.988832,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.947399,0.947363,0.947368,0.990641,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.934912,0.934788,0.934837,0.992249,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985905,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.919887,0.919714,0.919799,0.961269,"nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.919837,0.919787,0.919799,0.98358,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.932412,0.93227,0.932331,0.5,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.5,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.939925,0.939804,0.93985,0.5,"vote_ensemble"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.954925,0.95488,0.954887,0.99353,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922324,0.922304,0.922306,0.979347,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.957487,0.957341,0.957393,0.989435,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.947399,0.947363,0.947368,0.989234,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.929874,0.929803,0.929825,0.98657,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 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subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.932475,0.932124,0.932331,0.5,"tune_first_ensemble_elastic_net_lr__nb"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic 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(Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.981181,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.949975,0.949804,0.949875,0.985779,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.990942,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924874,0.924774,0.924812,0.986269,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.962475,0.962382,0.962406,0.990766,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.942236,0.942211,0.942356,0.98593,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.972475,0.972425,0.972431,0.995352,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.904611,0.904387,0.904762,0.984661,"elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.876972,0.876185,0.877193,0.984912,"lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.942312,0.942333,0.942356,0.990854,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.954812,0.954839,0.954887,0.988807,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.972475,0.972425,0.972431,0.995364,"rf"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.96245,0.962398,0.962406,0.994221,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.88951,0.888869,0.889724,0.989447,"svm_linear"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.932349,0.932329,0.932331,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.959987,0.959857,0.9599,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.952425,0.95237,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.944962,0.944784,0.944862,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","genomics","cDNA",1993,4862,0.937425,0.937287,0.937343,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","genomics","cDNA",1993,4862,0.939962,0.93974,0.93985,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","genomics","cDNA",1993,4862,0.929899,0.929771,0.929825,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.929862,0.929814,0.929825,0.98608,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922286,0.922298,0.922306,0.980377,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.93995,0.939764,0.93985,0.98245,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939925,0.939804,0.93985,0.989322,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.937374,0.937337,0.937343,0.986344,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.929862,0.929814,0.929825,0.98608,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922286,0.922298,0.922306,0.980377,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.939925,0.939804,0.93985,0.989322,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.937374,0.937337,0.937343,0.986344,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.937412,0.937304,0.937343,0.984987,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.924849,0.9248,0.924812,0.984334,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.952487,0.952304,0.952381,0.985616,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94245,0.942285,0.942356,0.989083,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.949925,0.949859,0.949875,0.99245,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922299,0.922304,0.922306,0.983166,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.962487,0.962372,0.962406,0.989573,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.94495,0.944804,0.944862,0.991055,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924862,0.924789,0.924812,0.986884,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.952437,0.952362,0.952381,0.991997,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922312,0.922306,0.922306,0.983405,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.957475,0.957355,0.957393,0.989937,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.942437,0.942304,0.942356,0.992198,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.942374,0.942354,0.942356,0.989284,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.944912,0.944845,0.944862,0.992399,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",1993,4862,0.922349,0.922288,0.922306,0.983229,"mnpo_elastic_net_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",1993,4862,0.954975,0.954839,0.954887,0.988128,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",1993,4862,0.949912,0.949867,0.949875,0.988907,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.924862,0.924789,0.924812,0.985352,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",1993,4862,0.929862,0.929814,0.929825,0.98608,"mnpo_lr"],["rv_basehock","BASEHOCK Text (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf 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Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",1993,4862,0.939937,0.939786,0.93985,0.987236,"mnpo_lr"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1440,1024,0.996429,0.996535,0.996528,0.999807,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1440,1024,0.996429,0.996535,0.996528,1.0,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1440,1024,1.0,1.0,1.0,1.0,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1440,1024,0.992857,0.992821,0.993056,0.9997,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1440,1024,0.996429,0.996424,0.996528,0.999883,"svm_rbf"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1440,1024,0.967857,0.967584,0.96875,0.47423,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1440,1024,0.985952,0.986167,0.986111,0.474509,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1440,1024,0.989524,0.989372,0.989583,0.474323,"mnpo_ensemble_svm_rbf__svm_linear__lr"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1440,1024,0.97881,0.978804,0.979167,0.474602,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1440,1024,0.982143,0.982127,0.982639,0.474414,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1440,1024,0.967857,0.967584,0.96875,0.47423,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1440,1024,0.985952,0.986167,0.986111,0.474509,"mnpo_ensemble_svm_rbf__svm_linear__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1440,1024,0.989524,0.989372,0.989583,0.474323,"mnpo_ensemble_svm_rbf__svm_linear__lr"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1440,1024,0.97881,0.978804,0.979167,0.474602,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_coil20","COIL20 Objects (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1440,1024,0.982143,0.982127,0.982639,0.474414,"mnpo_ensemble_svm_linear__svm_rbf__vote_ensemble"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",1560,617,0.884615,0.883295,0.884615,0.992778,"svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",1560,617,0.907051,0.905811,0.907051,0.990833,"svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",1560,617,0.839744,0.83501,0.839744,0.491191,"vote_ensemble"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",1560,617,0.907051,0.906571,0.907051,0.994679,"dlda"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",1560,617,0.910256,0.908482,0.910256,0.987874,"svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 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(Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",1560,617,0.884615,0.884037,0.884615,0.485118,"mnpo_ensemble_lr__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",1560,617,0.865385,0.865863,0.865385,0.493104,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",1560,617,0.907051,0.905523,0.907051,0.484877,"mnpo_ensemble_dlda__elastic_net_lr__svm_rbf"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",1560,617,0.846154,0.843926,0.846154,0.488018,"mnpo_ensemble_svm_rbf__vote_ensemble__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",1560,617,0.88141,0.882011,0.88141,0.485689,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_isolet","ISOLET Audio (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",1560,617,0.884615,0.884037,0.884615,0.485118,"mnpo_ensemble_lr__elastic_net_lr__svm_rbf"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1943,3289,0.894551,0.894576,0.894602,0.956972,"elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1943,3289,0.882059,0.881729,0.881748,0.959298,"lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1943,3289,0.876388,0.876508,0.876607,0.947097,"elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1943,3289,0.896098,0.896233,0.897172,0.960237,"elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic 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(Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1943,3289,0.876322,0.876469,0.876607,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1943,3289,0.893494,0.893586,0.894602,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_pcmac","PCMAC Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1943,3289,0.843393,0.843184,0.843188,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1427,4322,0.789744,0.786397,0.786713,0.879389,"elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1427,4322,0.823077,0.821046,0.821678,0.897806,"lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1427,4322,0.830769,0.825141,0.825175,0.912599,"elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1427,4322,0.826282,0.82448,0.825175,0.894034,"elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1427,4322,0.837179,0.832094,0.832168,0.923126,"elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1427,4322,0.802564,0.80015,0.800699,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1427,4322,0.823718,0.823718,0.825175,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1427,4322,0.838462,0.835324,0.835664,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1427,4322,0.832051,0.831169,0.832168,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1427,4322,0.845513,0.842332,0.842657,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",1427,4322,0.802564,0.80015,0.800699,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",1427,4322,0.823718,0.823718,0.825175,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",1427,4322,0.838462,0.835324,0.835664,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",1427,4322,0.832051,0.831169,0.832168,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_relathe","RELATHE Text (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",1427,4322,0.845513,0.842332,0.842657,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",9298,256,0.925708,0.926688,0.932258,0.989724,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",9298,256,0.940224,0.939003,0.945161,0.992364,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",9298,256,0.933619,0.934198,0.941398,0.992565,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",9298,256,0.930661,0.93134,0.936559,0.990658,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",9298,256,0.92679,0.926806,0.934946,0.98814,"svm_rbf"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",9298,256,0.926418,0.927443,0.932796,0.451538,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic 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(Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",9298,256,0.926418,0.927443,0.932796,0.451538,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",9298,256,0.931004,0.93095,0.937634,0.454296,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",9298,256,0.931877,0.9333,0.939785,0.451957,"mnpo_ensemble_svm_rbf__knn__svm_linear"],["rv_usps","USPS Handwritten Digits (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner 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subset",23,"medium","genomics","cDNA",130,2400,0.683333,0.682381,0.692308,0.963225,"dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",130,2400,0.933333,0.926667,0.923077,0.997101,"elastic_net_lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",130,2400,0.85,0.841667,0.846154,0.99067,"lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",130,2400,0.716667,0.704762,0.730769,0.990036,"lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER","V21_WINNER","Val-21 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subset",23,"medium","genomics","cDNA",130,2400,0.766667,0.75619,0.769231,0.492255,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",130,2400,0.933333,0.926667,0.923077,0.446467,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",130,2400,0.883333,0.872381,0.884615,0.444746,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["rv_warpar10p","warpAR10P (Scikit-feature, Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",130,2400,0.683333,0.671429,0.692308,0.444746,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",165,1024,0.766667,0.751111,0.757576,0.973978,"dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",165,1024,0.644444,0.600741,0.636364,0.928076,"dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",165,1024,0.622222,0.561905,0.636364,0.945759,"lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current 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(Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",165,1024,0.655556,0.611429,0.666667,0.453513,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",165,1024,0.511111,0.439365,0.515152,0.479857,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",165,1024,0.622222,0.612698,0.636364,0.500275,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["rv_yale","Yale Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic 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Faces (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase2","Val-21 Phase 2","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",165,1024,0.622222,0.612698,0.636364,0.500275,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.647222,0.604167,0.631579,0.877778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.669444,0.645878,0.657895,0.741667,"nb"],["smk_can_187","SMK_CAN_187 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(Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.747222,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.552778,0.552322,0.552632,0.627778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.641667,0.622159,0.631579,0.627778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.633333,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.752778,0.749083,0.763158,0.780556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.788889,0.788889,0.789474,0.830556,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.769444,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.725,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627451,0.631579,0.688889,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.766667,0.762994,0.763158,0.8,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.855556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy 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HG-U133A",187,19993,0.791667,0.789474,0.789474,0.847222,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.805556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.605556,0.60499,0.605263,0.638889,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.744444,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.813889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.875,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.819444,0.815662,0.815789,0.894444,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.552778,0.552322,0.552632,0.683333,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy 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HG-U133A",187,19993,0.691667,0.680672,0.684211,0.738889,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.555556,0.552322,0.552632,0.619444,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.569444,0.55942,0.578947,0.669444,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.769444,0.761672,0.763158,0.852778,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy 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HG-U133A",187,19993,0.741667,0.736111,0.736842,0.777778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.527778,0.526316,0.526316,0.630556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.688889,0.683333,0.684211,0.766667,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.608333,0.60499,0.605263,0.625,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy 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HG-U133A",187,19993,0.633333,0.631579,0.631579,0.633333,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.752778,0.749083,0.763158,0.780556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.747222,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.552778,0.552322,0.552632,0.627778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.641667,0.622159,0.631579,0.627778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.633333,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.752778,0.749083,0.763158,0.780556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.838889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy 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HG-U133A",187,19993,0.65,0.645878,0.657895,0.772222,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.755556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.697222,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.677778,0.676136,0.684211,0.688889,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy 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HG-U133A",187,19993,0.652778,0.651868,0.657895,0.677778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.755556,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.763889,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.752778,"lr"],["smk_can_187","SMK_CAN_187 (Smoking)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","Affy 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(Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.716667,0.708711,0.710526,0.745833,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.711111,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.722222,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","Affy 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(Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.638889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.666667,0.651868,0.657895,0.758333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.75,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.619444,0.581805,0.605263,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.841667,0.841667,0.842105,0.830556,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.638889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.786111,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.702778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.763889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P02_prefilter_union_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P03_bh_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 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subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.858333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.866667,0.867596,0.868421,0.838889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.734722,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.669444,0.645878,0.657895,0.691667,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.813889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy 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HG-U133A",187,19993,0.783333,0.784091,0.789474,0.797222,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.666667,0.651868,0.657895,0.75,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.705556,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627451,0.631579,0.708333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 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(Smoking)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.786111,0.787115,0.789474,0.769444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.844444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.636111,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.669444,0.645878,0.657895,0.744444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.656944,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.722222,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.786111,0.787115,0.789474,0.769444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.794444,0.788889,0.789474,0.841667,"mnpo_tabpfn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 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benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.772222,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.530556,0.525,0.526316,0.652778,"mnpo_svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.794444,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.794444,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.794444,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.794444,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.588889,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.536111,0.514205,0.526316,0.541667,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.730556,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.608333,0.60499,0.605263,0.677778,"bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.590769,0.631579,0.869444,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.488889,0.434524,0.473684,0.636111,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.552941,0.605263,0.8,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.622222,0.569161,0.605263,0.811111,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.558333,0.549826,0.552632,0.619444,"copula_da"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.622222,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.608333,0.60499,0.605263,0.7,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.772222,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.786111,0.787115,0.789474,0.769444,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.783333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.611111,0.602787,0.605263,0.65,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.766667,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.783333,0.784091,0.789474,0.783333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.655556,0.655749,0.657895,0.636111,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.605556,0.60499,0.605263,0.727778,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.822222,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.494444,0.491191,0.5,0.566667,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.722222,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.875,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.558333,0.549826,0.552632,0.613889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.558333,0.549826,0.552632,0.708333,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.591667,0.55942,0.578947,0.666667,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.652778,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.766667,0.762994,0.763158,0.855556,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.727778,"near_subspace"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.838889,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.622222,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.730556,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627451,0.631579,0.711111,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.658333,0.657658,0.657895,0.731944,"nsc"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.769444,0.761672,0.763158,0.769444,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.65,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.736111,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.761111,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.727778,0.724638,0.736842,0.727778,"pls_da_classifier"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.763889,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.547222,0.54475,0.552632,0.658333,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.777778,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.769444,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.716667,0.708711,0.710526,0.788889,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.547222,0.54475,0.552632,0.627778,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.783333,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.638889,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.702778,0.700358,0.710526,0.725,"rff_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.819444,0.815662,0.815789,0.847222,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.572222,0.568182,0.578947,0.633333,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.766667,0.762994,0.763158,0.808333,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.758333,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.794444,"rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.8,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.594444,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.636111,0.630556,0.631579,0.752778,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.788889,0.788889,0.789474,0.802778,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.655556,0.655749,0.657895,0.736111,"sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.783333,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.605556,0.60499,0.605263,0.677778,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.766667,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.794444,"shrinkage_lda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.588889,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.536111,0.514205,0.526316,0.541667,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.730556,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.608333,0.60499,0.605263,0.677778,"svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.822222,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.597222,0.591398,0.605263,0.577778,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.530556,0.525,0.526316,0.613889,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.852778,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.602778,0.602787,0.605263,0.722222,"svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.794444,0.788889,0.789474,0.847222,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.658333,0.657658,0.657895,0.777778,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.777778,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.730556,0.730114,0.736842,0.8,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.791667,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.652778,0.651868,0.657895,0.625,"mnpo_dbda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.755556,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.758333,"mnpo_rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.733333,0.733894,0.736842,0.772222,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.880556,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.65,0.645878,0.657895,0.633333,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.822222,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627451,0.631579,0.675,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.838889,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.469444,0.467787,0.473684,0.616667,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.558333,0.549826,0.552632,0.697222,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.688889,0.683333,0.684211,0.694444,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.730556,0.730114,0.736842,0.772222,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627451,0.631579,0.686111,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.7,0.693324,0.710526,0.65,"mnpo_bc_svm_linear"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.641667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.794444,"mnpo_rp_ensemble"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.8,"mnpo_sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.772222,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.8,"mnpo_sglnn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.766667,0.762994,0.763158,0.791667,"mnpo_tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.772222,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.786111,0.787115,0.789474,0.769444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.786111,0.787115,0.789474,0.769444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.727778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.563889,0.536918,0.552632,0.722222,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.727778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.563889,0.536918,0.552632,0.722222,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.705556,0.705426,0.710526,0.691667,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.590769,0.631579,0.636111,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.697222,0.669565,0.684211,0.7,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.583333,0.577778,0.578947,0.583333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.694444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.8,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.616667,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.725,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.761111,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.594444,0.547619,0.578947,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.841667,0.841667,0.842105,0.830556,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.577778,0.577778,0.578947,0.591667,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.725,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.688889,0.683333,0.684211,0.736111,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.563889,0.536918,0.552632,0.727778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.719444,0.705426,0.710526,0.844444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.597222,0.591398,0.605263,0.633333,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.688889,0.683333,0.684211,0.763889,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.577778,0.577778,0.578947,0.683333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.580556,0.578947,0.578947,0.709722,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.819444,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.644444,"tabm"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.766667,"realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.761111,0.761672,0.763158,0.772222,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.708333,0.708711,0.710526,0.775,"cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.827778,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.625,0.622159,0.631579,0.633333,"mnpo_realmlp"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.763889,0.762994,0.763158,0.777778,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.791667,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.705556,0.705426,0.710526,0.716667,"mnpo_cpda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.5,"tune_first_ensemble_dlda__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,"tune_first_ensemble_elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.525,0.525,0.526316,0.5,"tune_first_ensemble_dlda__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.613889,0.598309,0.605263,0.5,"tune_first_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.5,"tune_first_ensemble_lr__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.644444,0.614493,0.631579,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.508333,0.491191,0.5,0.5,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.544444,0.473846,0.526316,0.5,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.633333,0.631579,0.631579,0.5,"tune_first_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.741667,0.736111,0.736842,0.5,"tune_first_ensemble_knn__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.508333,0.491191,0.5,0.5,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.569444,0.511716,0.552632,0.5,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.716667,0.708711,0.710526,0.5,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.5,"tune_first_ensemble_lr__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.5,"tune_first_ensemble_elastic_net_lr__svm_rbf__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.508333,0.491191,0.5,0.5,"tune_first_ensemble_dlda__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.544444,0.473846,0.526316,0.5,"tune_first_ensemble_elastic_net_lr__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.5,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.655556,0.655749,0.657895,0.5,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.694444,0.676136,0.684211,0.727778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.686111,0.684211,0.684211,0.738889,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.563889,0.536918,0.552632,0.722222,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.836111,"dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.627778,0.627451,0.631579,0.683333,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.722222,0.700358,0.710526,0.769444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.636111,0.630556,0.631579,0.661111,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.588889,0.568182,0.578947,0.694444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.647222,0.604167,0.631579,0.877778,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.730556,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.669444,0.645878,0.657895,0.741667,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.658333,0.657658,0.657895,0.719444,"nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.683333,0.683333,0.684211,0.741667,"elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.791667,0.789474,0.789474,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.522222,0.521008,0.526316,0.5,"mnpo_ensemble_dlda__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.636111,0.630556,0.631579,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.641667,0.622159,0.631579,0.5,"mnpo_ensemble_svm_rbf__nb"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.813889,0.814634,0.815789,0.5,"mnpo_ensemble_dlda__knn"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","Affy HG-U133A",187,19993,0.630556,0.630556,0.631579,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","Affy HG-U133A",187,19993,0.616667,0.591398,0.605263,0.5,"mnpo_ensemble_elastic_net_lr__lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.5,"mnpo_ensemble_lr__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.5,"mnpo_ensemble_dlda__elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.663889,0.655749,0.657895,0.722222,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.741667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.638889,0.627451,0.631579,0.686111,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.705556,0.705426,0.710526,0.716667,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"mnpo_nb"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.744444,0.733894,0.736842,0.858333,"mnpo_nb"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.561111,0.54475,0.552632,0.616667,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.727778,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.725,0.717262,0.736842,0.811111,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.738889,0.736842,0.736842,0.752778,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.636111,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.661111,0.657658,0.657895,0.7,"mnpo_svm_rbf"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.738889,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.680556,0.680672,0.684211,0.730556,"mnpo_elastic_net_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.805556,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.575,0.57423,0.578947,0.625,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.691667,0.680672,0.684211,0.755556,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.711111,0.710326,0.710526,0.755556,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.675,0.669565,0.684211,0.827778,"mnpo_knn"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy HG-U133A",187,19993,0.713889,0.710326,0.710526,0.791667,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","Affy HG-U133A",187,19993,0.6,0.598309,0.605263,0.636111,"mnpo_dlda"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","Affy HG-U133A",187,19993,0.586111,0.57423,0.578947,0.663889,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","Affy HG-U133A",187,19993,0.736111,0.736111,0.736842,0.736111,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","Affy HG-U133A",187,19993,0.680556,0.680672,0.684211,0.722222,"mnpo_lr"],["smk_can_187","SMK_CAN_187 (Smoking)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","Affy 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subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"nsc"],["srbct_khan","SRBCT (Khan)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"nsc"],["srbct_khan","SRBCT (Khan)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"nsc"],["srbct_khan","SRBCT (Khan)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"nsc"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,0.963636,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"pls_da_classifier"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"realmlp"],["srbct_khan","SRBCT (Khan)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,0.816667,0.805556,0.764706,0.93243,"rff_lr"],["srbct_khan","SRBCT (Khan)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.825,0.765152,0.764706,0.915909,"rff_lr"],["srbct_khan","SRBCT (Khan)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,0.775,0.77381,0.764706,0.946649,"rff_lr"],["srbct_khan","SRBCT (Khan)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,0.375,0.365385,0.352941,0.737063,"rff_lr"],["srbct_khan","SRBCT (Khan)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,0.441667,0.429293,0.529412,0.749854,"rff_lr"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"rp_ensemble"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,1.0,"sglnn"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"sglnn"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"sglnn"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,0.95,0.952991,0.941176,0.972348,"sglnn"],["srbct_khan","SRBCT (Khan)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,0.8125,0.838994,0.882353,0.971212,"sglnn"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"shrinkage_lda"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,0.9375,0.945055,0.941176,1.0,"svm_linear"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"svm_rbf"],["srbct_khan","SRBCT (Khan)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic 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FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"tabm"],["srbct_khan","SRBCT (Khan)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"tabm"],["srbct_khan","SRBCT (Khan)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"tabm"],["srbct_khan","SRBCT (Khan)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"tabm"],["srbct_khan","SRBCT (Khan)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","cDNA",83,2308,0.875,0.847222,0.823529,1.0,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","cDNA",83,2308,0.9375,0.941558,0.941176,1.0,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR 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panel",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_dlda"],["srbct_khan","SRBCT (Khan)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"easy","genomics","cDNA",83,2308,1.0,1.0,1.0,1.0,"mnpo_lr"],["srbct_khan","SRBCT (Khan)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"easy","genomics","cDNA",83,2308,0.916667,0.908333,0.882353,1.0,"mnpo_dbda"],["srbct_khan","SRBCT (Khan)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.739583,0.735824,0.742857,0.909722,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.885417,0.884926,0.885714,0.977208,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.777778,0.777778,0.771429,0.925214,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.805556,0.798026,0.8,0.974092,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Scikit-feature)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.826389,0.830946,0.828571,0.976318,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.805556,0.804954,0.8,0.922009,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.805556,0.798026,0.8,0.974092,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.71875,0.721691,0.714286,0.942753,"dlda"],["tox_171","TOX_171 (Scikit-feature)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full 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(Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.833333,0.833333,0.828571,0.948718,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.795139,0.794627,0.8,0.968038,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.861111,0.857143,0.857143,0.945513,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.805556,0.801653,0.8,0.957888,"dlda"],["tox_171","TOX_171 (Scikit-feature)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.802083,0.799265,0.8,0.956642,"mnpo_dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.448095,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.75,0.740972,0.742857,0.403668,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.445513,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.433226,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.448095,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.75,0.740972,0.742857,0.403668,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.445513,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.433226,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.448095,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.75,0.740972,0.742857,0.403668,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.445513,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.433226,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"flaml_lrl2"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.777778,0.772222,0.771429,0.967949,"flaml_lrl2"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.955128,"flaml_lrl2"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.952813,"flaml_lrl2"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.969284,"flaml_lrl2"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.722222,0.709821,0.714286,0.94667,"copula_da"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.857639,0.857381,0.857143,0.971955,"copula_da"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.802083,0.799265,0.8,0.965545,"copula_da"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.888889,0.883117,0.885714,0.955128,"copula_da"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.798611,0.79609,0.8,0.98807,"copula_da"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.680556,0.681039,0.685714,0.944088,"cpda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.802083,0.799265,0.8,0.959135,"cpda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.690972,0.698203,0.685714,0.927083,"cpda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.780117,0.771429,0.959313,"cpda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.743056,0.744318,0.742857,0.955217,"cpda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.743056,0.74386,0.742857,0.947293,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.802083,0.799265,0.8,0.956642,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.802083,0.801653,0.8,0.955039,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.857639,0.859804,0.857143,0.959313,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,"dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.829861,0.83202,0.828571,0.960203,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.75,0.741776,0.742857,0.962607,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.965723,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.628472,0.625705,0.628571,0.911859,"knn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.777778,0.773693,0.771429,0.96047,"knn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.715278,0.710526,0.714286,0.93011,"knn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.711806,0.714091,0.714286,0.952635,"knn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.770833,0.772829,0.771429,0.97703,"knn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.621528,0.624716,0.628571,0.858796,"nb"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.71875,0.713496,0.714286,0.936343,"nb"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.628472,0.620943,0.628571,0.902155,"nb"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.798611,0.797854,0.8,0.930199,"nb"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.826389,0.825081,0.828571,0.960381,"nb"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.833333,0.83125,0.828571,0.942308,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.888889,0.8875,0.885714,0.975427,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.861111,0.859477,0.857143,0.970798,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.955039,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.940972,0.940886,0.942857,0.993234,"near_subspace"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.621528,0.617272,0.628571,0.858084,"nsc"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.71875,0.714216,0.714286,0.927439,"nsc"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.6875,0.671836,0.685714,0.894231,"nsc"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.770833,0.775689,0.771429,0.940082,"nsc"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.767361,0.77176,0.771429,0.95406,"nsc"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.715278,0.71548,0.714286,0.80974,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.774306,0.772037,0.771429,0.849225,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.770833,0.776283,0.771429,0.846955,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.886084,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.826389,0.83379,0.828571,0.884348,"pls_da_classifier"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.621528,0.615332,0.628571,0.89245,"realmlp"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.802083,0.802609,0.8,0.936343,"realmlp"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.690972,0.664119,0.685714,0.883814,"realmlp"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.6875,0.688512,0.685714,0.924323,"realmlp"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.854167,0.859023,0.857143,0.943465,"realmlp"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.486111,0.484806,0.485714,0.76291,"rff_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.565972,0.565003,0.571429,0.747774,"rff_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.576389,0.576389,0.571429,0.776976,"rff_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.479167,0.479798,0.485714,0.747685,"rff_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.600694,0.602416,0.6,0.852297,"rff_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.65625,0.665261,0.657143,0.885506,"rp_ensemble"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.663194,0.650694,0.657143,0.881588,"rp_ensemble"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.722222,0.707637,0.714286,0.918625,"rp_ensemble"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.802083,0.798115,0.8,0.934295,"rp_ensemble"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.798611,0.803715,0.8,0.942931,"rp_ensemble"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.600694,0.588889,0.6,0.90073,"sglnn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.71875,0.717057,0.714286,0.926905,"sglnn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.635417,0.613095,0.628571,0.895833,"sglnn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.798611,0.802005,0.8,0.918892,"sglnn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.770833,0.775133,0.771429,0.9164,"sglnn"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.743056,0.74386,0.742857,0.947293,"shrinkage_lda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.802083,0.799265,0.8,0.956642,"shrinkage_lda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.802083,0.801653,0.8,0.955039,"shrinkage_lda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.857639,0.859804,0.857143,0.959313,"shrinkage_lda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,"shrinkage_lda"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.913194,0.916369,0.914286,0.965456,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.954505,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.805556,0.798353,0.8,0.962607,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.834211,0.828571,0.950231,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.966346,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.888889,0.886997,0.885714,0.96136,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.827731,0.828571,0.958333,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.972222,0.970588,0.971429,0.99359,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.857639,0.859804,0.857143,0.950321,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.977831,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.743056,0.74386,0.742857,0.938746,"tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.777778,0.772222,0.771429,0.944444,"tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.71875,0.707206,0.714286,0.930377,"tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.857639,0.854545,0.857143,0.948451,"tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.826389,0.830031,0.828571,0.971421,"tabm"],["tox_171","TOX_171 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.802083,0.801653,0.8,0.955039,"mnpo_dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,"mnpo_dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.802083,0.801653,0.8,0.955039,"mnpo_dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.854167,0.857516,0.857143,0.964833,"mnpo_dlda"],["tox_171","TOX_171 (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.861111,0.858088,0.857143,0.974359,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.861111,0.858088,0.857143,0.973113,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 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benchmark panel",42,"medium","genomics","cDNA",171,5748,0.888889,0.8875,0.885714,0.428419,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.861111,0.858088,0.857143,0.43247,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.829861,0.83202,0.828571,0.402066,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.805556,0.801838,0.8,0.43336,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.888889,0.8875,0.885714,0.428419,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.659722,0.645026,0.657143,0.890135,"elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.75,0.743002,0.742857,0.966702,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.802083,0.799815,0.8,0.957532,"svm_rbf"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.715278,0.680556,0.714286,0.922276,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.916667,0.913108,0.914286,0.967771,"svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.805556,0.804954,0.8,0.445246,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.805556,0.801838,0.8,0.414886,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.888889,0.88984,0.885714,0.43839,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.829861,0.828472,0.828571,0.456152,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.826389,0.830031,0.828571,0.419694,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",171,5748,0.861111,0.858088,0.857143,0.43247,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",171,5748,0.829861,0.83202,0.828571,0.402066,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",171,5748,0.805556,0.801838,0.8,0.43336,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",171,5748,0.888889,0.8875,0.885714,0.428419,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.400463,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tox_171","TOX_171 (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.752941,0.742857,0.956197,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.774306,0.776103,0.771429,0.960381,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.881944,0.884874,0.885714,0.970353,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.861111,0.857516,0.857143,0.947561,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.888889,0.886997,0.885714,0.965723,"mnpo_svm_linear"],["tox_171","TOX_171 (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.805556,0.809856,0.8,0.95406,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.885417,0.886584,0.885714,0.968839,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.826389,0.829227,0.828571,0.964031,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.774306,0.780117,0.771429,0.944444,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.828431,0.828571,0.966702,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.829365,0.828571,0.975427,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.71875,0.712128,0.714286,0.919605,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.795139,0.798115,0.8,0.960826,"mnpo_svm_linear"],["tox_171","TOX_171 (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.715278,0.724768,0.714286,0.931446,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.916667,0.914338,0.914286,0.966702,"mnpo_svm_linear"],["tox_171","TOX_171 (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.746528,0.755005,0.742857,0.942308,"mnpo_elastic_net_lr"],["tox_171","TOX_171 (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"medium","genomics","cDNA",171,5748,0.829861,0.830857,0.828571,0.961449,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"medium","genomics","cDNA",171,5748,0.826389,0.829227,0.828571,0.969373,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"medium","genomics","cDNA",171,5748,0.802083,0.805515,0.8,0.968928,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"medium","genomics","cDNA",171,5748,0.833333,0.831269,0.828571,0.967949,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"medium","genomics","cDNA",171,5748,0.833333,0.837171,0.828571,0.971154,"mnpo_lr"],["tox_171","TOX_171 (Scikit-feature)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 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HG-U133A",174,12533,0.878788,0.85974,0.942857,0.997159,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"dlda"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"dlda"],["tumor11_su","11-Tumor (Su)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"lr"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 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HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"dlda"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.966667,0.950466,0.942857,0.996629,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"lr"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.996629,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.996629,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.996629,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.80303,0.800866,0.885714,0.99053,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.964394,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.964394,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.989015,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.939394,0.939394,0.942857,0.965436,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.949242,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["tumor11_su","11-Tumor (Su)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy 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(Su)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.736455,0.828571,0.926868,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.909091,0.900826,0.971429,1.0,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.898124,0.914286,0.966458,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","Affy 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HG-U133A",174,12533,0.963636,0.956021,0.942857,1.0,"nsc"],["tumor11_su","11-Tumor (Su)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,"nsc"],["tumor11_su","11-Tumor (Su)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.393939,0.30487,0.542857,0.673003,"pls_da_classifier"],["tumor11_su","11-Tumor (Su)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.466667,0.393622,0.6,0.712543,"pls_da_classifier"],["tumor11_su","11-Tumor (Su)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","Affy 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(Su)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.966667,0.950466,0.942857,0.996629,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.754545,0.711111,0.828571,0.993027,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.886003,0.914286,0.993092,"mnpo_dbda"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.918182,0.902342,0.885714,0.993182,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.784848,0.787879,0.857143,0.993371,"mnpo_nsc"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"dlda"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.890909,0.899573,0.914286,0.96719,"vote_ensemble"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"dlda"],["tumor11_su","11-Tumor (Su)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"lr"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"dlda"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"elastic_net_lr"],["tumor11_su","11-Tumor (Su)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","Affy 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(Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","Affy HG-U133A",174,12533,0.875758,0.87705,0.885714,0.951705,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.924019,0.914286,0.980535,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["tumor11_su","11-Tumor (Su)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.969697,0.963636,0.971429,1.0,"mnpo_ensemble_lr__elastic_net_lr__knn"],["tumor11_su","11-Tumor (Su)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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(Su)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","Affy HG-U133A",174,12533,0.878788,0.877922,0.914286,0.960744,"mnpo_ensemble_elastic_net_lr__dlda__lr"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.966667,0.950466,0.942857,0.996629,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.8,0.799423,0.828571,0.982524,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.815152,0.806999,0.885714,0.981577,"mnpo_lr"],["tumor11_su","11-Tumor (Su)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy 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HG-U133A",174,12533,0.936364,0.936869,0.942857,0.983815,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,0.954545,0.95671,0.971429,1.0,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.999394,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy 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HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.845455,0.841847,0.857143,0.991047,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.906061,0.907648,0.914286,0.98614,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","Affy HG-U133A",174,12533,1.0,1.0,1.0,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","Affy HG-U133A",174,12533,0.924242,0.920346,0.942857,0.991219,"mnpo_elastic_net_lr"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","Affy HG-U133A",174,12533,0.981818,0.976912,0.971429,1.0,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","Affy HG-U133A",174,12533,0.845455,0.841847,0.857143,0.992765,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","Affy HG-U133A",174,12533,0.936364,0.936869,0.942857,0.9802,"mnpo_dlda"],["tumor11_su","11-Tumor (Su)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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(Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.95,0.949206,0.952381,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.994972,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.994972,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.994972,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.994972,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.90381,0.904762,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.955,0.952381,0.952381,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.998802,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.82614,0.833333,0.995629,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,1.0,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.999342,"dlda"],["warp_pie10p","warpPIE10P (Face)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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(Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.925,0.924206,0.928571,0.959539,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.986184,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,0.986184,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.99772,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.835,0.825108,0.833333,0.98085,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.905,0.902381,0.904762,0.997368,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.955,0.952381,0.952381,0.999459,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.997603,"dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.988355,"mnpo_ensemble_dlda__elastic_net_lr__knn"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.83,0.81733,0.833333,0.946038,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.955,0.954401,0.952381,0.9775,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.93,0.926984,0.928571,0.976184,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.935,0.929603,0.928571,0.986184,"mnpo_ensemble_dlda__lr__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"easy","non_genomic","cDNA",210,2420,0.98,0.977778,0.97619,0.988355,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"easy","non_genomic","cDNA",210,2420,0.9,0.903052,0.904762,0.972756,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"easy","non_genomic","cDNA",210,2420,0.95,0.949206,0.952381,0.972039,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"easy","non_genomic","cDNA",210,2420,0.975,0.974603,0.97619,0.986184,"mnpo_ensemble_lr__dlda__elastic_net_lr"],["warp_pie10p","warpPIE10P (Face)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"easy","non_genomic","cDNA",210,2420,0.93,0.929206,0.928571,0.986184,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.916335,0.922895,0.932292,0.995285,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.893302,0.883734,0.890625,0.99105,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.93508,0.922801,0.911458,0.991818,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.894054,0.888266,0.901042,0.988697,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.871397,0.864445,0.880208,0.981391,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",956,20530,0.87458,0.861979,0.859375,0.983716,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",956,20530,0.878338,0.883912,0.875,0.982505,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 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benchmark panel",42,"hard","genomics","cDNA",956,20530,0.914036,0.912135,0.927083,0.990384,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.876901,0.868194,0.875,0.988278,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.883422,0.870774,0.880208,0.985346,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 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Breast Cancer (Xena, PAM50 5-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P04_varfloor_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.85179,0.854064,0.854167,0.983651,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P05_rank_prefilter_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Breast Cancer (Xena, PAM50 5-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.874934,0.892061,0.901042,0.988382,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.917396,0.907228,0.901042,0.988782,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.883422,0.870774,0.880208,0.985346,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 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Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.902542,0.885272,0.890625,0.987913,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.871397,0.851177,0.869792,0.986033,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.86733,0.851335,0.854167,0.980104,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,"mnpo_nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,"mnpo_nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880062,0.89183,0.895833,0.954726,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.898121,0.899184,0.916667,0.963082,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,"mnpo_ensemble_dlda__lr__svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.888019,0.892856,0.901042,0.958922,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.888019,0.892856,0.901042,0.958922,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.883422,0.870774,0.880208,0.985346,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.906233,0.907643,0.90625,0.99,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.917396,0.907228,0.901042,0.988782,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.886958,0.911801,0.911458,0.992576,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.893478,0.895833,0.988765,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.872104,0.887847,0.901042,0.991689,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.938086,0.944285,0.947917,0.994307,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.885566,0.899209,0.911458,0.987774,"flaml_lrl2"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.762909,0.78875,0.8125,0.945572,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.805416,0.802476,0.802083,0.963905,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.805416,0.80135,0.8125,0.967205,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.846618,0.856132,0.859375,0.969611,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.817772,0.836999,0.84375,0.972437,"copula_da"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.897215,0.914559,0.921875,0.986972,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.869584,0.86435,0.869792,0.985073,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.848541,0.851607,0.864583,0.981975,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.891534,0.87102,0.880208,0.979679,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.857405,0.870236,0.864583,0.97844,"cpda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.865694,0.891316,0.890625,0.988145,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.866225,0.867028,0.885417,0.985037,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.865363,0.865073,0.869792,0.983249,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.902321,0.876661,0.885417,0.987158,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.888174,0.892169,0.875,0.98289,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.879686,0.886723,0.885417,0.987841,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.891755,0.876243,0.885417,0.987064,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.909593,0.886464,0.890625,0.988989,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.837445,0.873501,0.880208,0.974024,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.843103,0.864383,0.880208,0.986655,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.85389,0.875337,0.895833,0.972642,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.821729,0.836377,0.854167,0.983164,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.841335,0.861062,0.869792,0.983802,"knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.879134,0.86603,0.869792,0.988031,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.887467,0.845237,0.854167,0.980685,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.886605,0.854858,0.848958,0.982612,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.882184,0.845977,0.864583,0.976236,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.832847,0.798784,0.786458,0.965138,"nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.774956,0.785672,0.770833,0.955148,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.765606,0.732213,0.734375,0.943134,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.8063,0.776755,0.765625,0.94693,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.801724,0.789354,0.786458,0.941727,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.79905,0.797623,0.78125,0.953378,"near_subspace"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.921286,0.895492,0.901042,0.991582,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.873674,0.8278,0.822917,0.980127,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.90504,0.866967,0.869792,0.98204,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.870314,0.816418,0.828125,0.973643,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.840451,0.816066,0.822917,0.969323,"nsc"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.850155,0.872365,0.901042,0.909905,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.837224,0.850848,0.875,0.899767,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.766866,0.777316,0.8125,0.854267,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.830327,0.841115,0.848958,0.891917,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.808798,0.828941,0.838542,0.879893,"pls_da_classifier"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.682847,0.668379,0.817708,0.975474,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.663395,0.632929,0.786458,0.963891,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.686737,0.655967,0.807292,0.953418,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.585986,0.558841,0.71875,0.944842,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.717507,0.733715,0.796875,0.966389,"realmlp"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.752918,0.723824,0.744792,0.935493,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.721596,0.659203,0.65625,0.91265,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.802785,0.773182,0.776042,0.953544,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.774779,0.720857,0.723958,0.935303,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.804863,0.781392,0.796875,0.957382,"rff_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.921994,0.908898,0.921875,0.986832,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.893126,0.841907,0.84375,0.977804,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880416,0.849526,0.854167,0.983289,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.869297,0.822464,0.828125,0.973731,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.876569,0.864257,0.84375,0.980194,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.804576,0.815217,0.859375,0.976819,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.775729,0.777649,0.84375,0.980893,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.787953,0.780949,0.828125,0.967705,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.802542,0.791897,0.822917,0.966456,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.774116,0.783931,0.807292,0.963552,"sglnn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.865694,0.891316,0.890625,0.988145,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.866225,0.867028,0.885417,0.985037,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.865363,0.865073,0.869792,0.983249,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.902321,0.876661,0.885417,0.987158,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.888174,0.892169,0.875,0.98289,"shrinkage_lda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.863395,0.866526,0.864583,0.975466,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.893678,0.892145,0.890625,0.978163,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.898806,0.895686,0.90625,0.977148,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.893678,0.883404,0.880208,0.972341,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.883422,0.89301,0.890625,0.975209,"svm_linear"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.887644,0.896894,0.890625,0.980335,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.86943,0.867951,0.885417,0.983013,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.854045,0.863585,0.890625,0.983316,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.926061,0.918012,0.927083,0.985536,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.885721,0.894473,0.895833,0.983869,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.874779,0.885385,0.916667,0.99308,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.856874,0.855528,0.880208,0.990152,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.84737,0.848911,0.880208,0.986321,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.884814,0.869666,0.890625,0.988898,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.849293,0.870334,0.875,0.982112,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.879686,0.886723,0.885417,0.987841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.891755,0.876243,0.885417,0.987064,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.871397,0.851177,0.869792,0.986033,"mnpo_rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,"mnpo_tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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5-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.902542,0.885272,0.890625,0.987913,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.879686,0.886723,0.885417,0.987841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.891755,0.876243,0.885417,0.987064,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic 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Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.917396,0.902662,0.901042,0.988267,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.836406,0.832871,0.848958,0.982845,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.855106,0.846535,0.869792,0.977611,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.849447,0.835889,0.848958,0.978366,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer 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panel",23,"hard","genomics","cDNA",956,20530,0.864456,0.86649,0.875,0.983109,"dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.912268,0.906064,0.90625,0.987744,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.893148,0.876891,0.895833,0.986885,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.863439,0.866145,0.864583,0.981167,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.87878,0.898784,0.901042,0.990702,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.893148,0.880328,0.895833,0.986913,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.901105,0.903692,0.901042,0.98421,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark 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5-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.910455,0.903515,0.90625,0.990823,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.913506,0.915324,0.932292,0.990047,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.856919,0.850539,0.848958,0.978974,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.883422,0.870774,0.880208,0.985346,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.916866,0.904465,0.90625,0.990834,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.917396,0.907228,0.901042,0.988782,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.902542,0.885272,0.890625,0.987913,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.901481,0.902253,0.890625,0.988038,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.88855,0.879738,0.885417,0.98057,"vote_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.871397,0.851177,0.869792,0.986033,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.858267,0.85588,0.880208,0.990469,"tabm"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.86733,0.851335,0.854167,0.980104,"rp_ensemble"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.885721,0.896851,0.895833,0.987578,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880062,0.89183,0.895833,0.954726,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 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5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.888019,0.892856,0.901042,0.958922,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880062,0.89183,0.895833,0.954726,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.898121,0.899184,0.916667,0.963082,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.873541,0.885495,0.890625,0.939759,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.888019,0.892856,0.901042,0.958922,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880592,0.884669,0.890625,0.964262,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.914191,0.896405,0.901042,0.968531,"tune_first_ensemble_dlda__elastic_net_lr__nb"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.871198,0.8963,0.895833,0.955683,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.883103,0.885417,0.961879,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.888019,0.892856,0.901042,0.958922,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.928515,0.920675,0.927083,0.968344,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.924823,0.91816,0.911458,0.959535,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.898276,0.902968,0.901042,0.955393,"tune_first_ensemble_elastic_net_lr__lr__svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.898121,0.899184,0.916667,0.963082,"tune_first_ensemble_elastic_net_lr__dlda__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,"tune_first_ensemble_dlda__svm_rbf__lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"tune_first_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.880062,0.89183,0.895833,0.954726,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.898121,0.899184,0.916667,0.963082,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.873541,0.885495,0.890625,0.939759,"tune_first_ensemble_lr__dlda__elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.867131,0.894537,0.911458,0.991494,"svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.929045,0.910113,0.911458,0.991544,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.927653,0.910186,0.911458,0.990805,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.899713,0.894088,0.901042,0.988825,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.876525,0.871906,0.864583,0.98469,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.936848,0.938417,0.942708,0.994926,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.893302,0.883734,0.890625,0.991172,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.914567,0.908512,0.901042,0.991019,"lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.912798,0.901416,0.911458,0.989562,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.90714,0.893147,0.890625,0.984398,"elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.920933,0.933555,0.932292,0.972033,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.876702,0.876668,0.901042,0.954664,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.869275,0.885164,0.901042,0.956451,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.899713,0.889057,0.890625,0.966141,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.881123,0.876337,0.895833,0.94923,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",956,20530,0.899514,0.919822,0.927083,0.96433,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",956,20530,0.890318,0.889878,0.895833,0.956117,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",956,20530,0.880062,0.89183,0.895833,0.954726,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",956,20530,0.898121,0.899184,0.916667,0.963082,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",956,20530,0.846618,0.862154,0.869792,0.936936,"mnpo_ensemble_dlda__lr__svm_rbf"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.897414,0.895487,0.885417,0.986417,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.884328,0.867009,0.875,0.98693,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.863439,0.860523,0.864583,0.981268,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.885721,0.874156,0.885417,0.985593,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.897414,0.895487,0.885417,0.986417,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.863439,0.860523,0.864583,0.981268,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.911737,0.915326,0.911458,0.991378,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.886627,0.871968,0.880208,0.986841,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",956,20530,0.912268,0.909859,0.90625,0.988893,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",956,20530,0.901481,0.891075,0.901042,0.987514,"mnpo_elastic_net_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",956,20530,0.837423,0.850638,0.838542,0.978585,"mnpo_dlda"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",956,20530,0.908908,0.91174,0.901042,0.985078,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",956,20530,0.872259,0.856938,0.875,0.984317,"mnpo_lr"],["xena_tcga_brca","TCGA-BRCA Breast Cancer (Xena, PAM50 5-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic 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panel",89,"hard","genomics","cDNA",164,20530,0.648674,0.656845,0.666667,0.811343,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",164,20530,0.544508,0.547538,0.575758,0.878847,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.671402,0.672917,0.69697,0.869372,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.617424,0.630435,0.636364,0.884515,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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panel",42,"hard","genomics","cDNA",164,20530,0.787879,0.791486,0.787879,0.903003,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_anova_f","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.732008,0.738377,0.727273,0.891587,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.673295,0.682197,0.69697,0.861937,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.662879,0.65911,0.69697,0.876489,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_boruta","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"hard","genomics","cDNA",164,20530,0.727273,0.735453,0.757576,0.886221,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.563447,0.56958,0.575758,0.855916,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.703728,0.69697,0.871116,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.640152,0.651786,0.666667,0.87404,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_class_pareto_front","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.754735,0.759524,0.757576,0.884586,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.704545,0.721667,0.727273,0.884371,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.650568,0.658072,0.666667,0.86367,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.711174,0.69375,0.69697,0.863782,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.706439,0.71664,0.727273,0.884803,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cluster_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.71039,0.727273,0.858133,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.723485,0.723485,0.727273,0.864092,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.586174,0.587662,0.606061,0.826288,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_cmim","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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panel",11,"hard","genomics","cDNA",164,20530,0.704545,0.713333,0.727273,0.872995,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.619318,0.624908,0.636364,0.855659,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.58428,0.577083,0.575758,0.85678,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.633523,0.638767,0.666667,0.872878,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_decorrelated_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.709524,0.727273,0.885632,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.642045,0.661933,0.666667,0.857383,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.598485,0.593185,0.636364,0.871693,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.657197,0.632895,0.636364,0.867954,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_RAW_dove_class_specific","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark 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panel",37,"hard","genomics","cDNA",164,20530,0.58428,0.573897,0.575758,0.785967,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.660985,0.66369,0.666667,0.888058,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.782197,0.765476,0.757576,0.894752,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.633523,0.642308,0.666667,0.805945,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.537879,0.534968,0.575758,0.80296,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.707386,0.67507,0.666667,0.860033,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.673295,0.670765,0.69697,0.866705,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.765152,0.761591,0.757576,0.950794,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.631629,0.634659,0.666667,0.880787,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.500947,0.507021,0.515152,0.797973,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.711174,0.70063,0.69697,0.859802,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.619318,0.625189,0.636364,0.836594,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.723485,0.735714,0.727273,0.917389,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.577652,0.588129,0.606061,0.836286,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.650568,0.655515,0.666667,0.869345,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.64678,0.635417,0.636364,0.860237,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.633523,0.642949,0.666667,0.867815,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.732008,0.732695,0.727273,0.915258,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.608902,0.601691,0.636364,0.889637,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.492424,0.493083,0.515152,0.768191,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.642992,0.605275,0.606061,0.828747,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.630037,0.636364,0.809335,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.719643,0.727273,0.903207,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.662879,0.659704,0.69697,0.827256,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.631629,0.635635,0.666667,0.847741,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.63447,0.610948,0.606061,0.863769,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.64678,0.639583,0.636364,0.842982,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.700758,0.695833,0.69697,0.873515,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.704545,0.713333,0.727273,0.877625,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.714962,0.713942,0.727273,0.867954,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.61553,0.602083,0.606061,0.86488,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.673295,0.681275,0.69697,0.83501,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.742424,0.737937,0.727273,0.91355,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.610795,0.612143,0.636364,0.840547,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.494318,0.459861,0.545455,0.842279,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.537879,0.544068,0.575758,0.804208,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.698864,0.66875,0.666667,0.876281,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.706439,0.710165,0.727273,0.883197,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.732008,0.73539,0.727273,0.872813,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.650568,0.653453,0.666667,0.86136,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.556818,0.5664,0.575758,0.816402,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.63447,0.61788,0.606061,0.833709,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.573864,0.582873,0.575758,0.854832,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.58428,0.589133,0.575758,0.822077,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.77178,0.767235,0.757576,0.930923,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.577652,0.584314,0.606061,0.812692,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.500947,0.50103,0.515152,0.797882,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.711174,0.7,0.69697,0.873565,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.579545,0.585609,0.606061,0.851693,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.721591,0.715476,0.727273,0.915005,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.577652,0.577874,0.606061,0.841963,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.662879,0.661393,0.69697,0.895479,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.703728,0.69697,0.878552,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.640392,0.636364,0.865775,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.742424,0.742852,0.727273,0.897237,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.654356,0.655502,0.69697,0.871961,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.631629,0.635042,0.666667,0.882814,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.688447,0.668311,0.666667,0.880261,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.554924,0.55615,0.575758,0.824551,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.671402,0.666947,0.69697,0.902505,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.685606,0.689286,0.727273,0.828381,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.608902,0.607959,0.636364,0.843734,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.690341,0.670238,0.666667,0.878781,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.45928,0.450889,0.484848,0.808277,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.636364,0.635507,0.636364,0.850418,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.654356,0.65625,0.69697,0.855495,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.473485,0.467735,0.515152,0.800878,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.706739,0.69697,0.898168,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.535985,0.525079,0.575758,0.816325,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.742424,0.73009,0.727273,0.897391,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.608902,0.601691,0.636364,0.889637,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.492424,0.493083,0.515152,0.768191,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.642992,0.605275,0.606061,0.828747,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.630037,0.636364,0.809335,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.719643,0.727273,0.903207,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.577652,0.583333,0.606061,0.850241,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.577652,0.578089,0.606061,0.843326,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.747159,0.7,0.69697,0.838452,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.638258,0.648237,0.636364,0.863977,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.669508,0.672049,0.666667,0.897379,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.608902,0.601691,0.636364,0.889637,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.492424,0.493083,0.515152,0.768191,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.642992,0.605275,0.606061,0.828747,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.630037,0.636364,0.809335,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.719643,0.727273,0.903207,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.654356,0.655882,0.69697,0.830778,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.482008,0.477302,0.515152,0.801287,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.63447,0.604531,0.606061,0.838046,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.642045,0.645742,0.666667,0.852356,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.763258,0.754239,0.757576,0.92679,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.623106,0.618201,0.666667,0.865941,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.681818,0.68549,0.69697,0.898183,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.703728,0.69697,0.871563,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.671402,0.668155,0.666667,0.858415,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.700758,0.696115,0.69697,0.877853,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.704545,0.711408,0.727273,0.863595,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.473485,0.469906,0.515152,0.815636,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.66572,0.649173,0.636364,0.865225,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.640152,0.624543,0.636364,0.833849,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.750947,0.7331,0.727273,0.908858,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.708333,0.710832,0.757576,0.877803,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.546402,0.548413,0.575758,0.808824,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.66572,0.648313,0.636364,0.840149,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.596591,0.606936,0.606061,0.804477,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.775568,0.764383,0.757576,0.931597,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.600379,0.612363,0.636364,0.814949,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.640152,0.644328,0.666667,0.895161,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.669508,0.668838,0.666667,0.865084,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.561553,0.554595,0.545455,0.841337,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.732008,0.741667,0.727273,0.872711,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.608902,0.601691,0.636364,0.889637,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.492424,0.493083,0.515152,0.768191,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.642992,0.605275,0.606061,0.828747,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.630037,0.636364,0.809335,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.719643,0.727273,0.903207,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.716856,0.711806,0.757576,0.865814,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.885097,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.655303,0.634355,0.636364,0.864511,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.696023,0.715224,0.727273,0.864063,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.836174,0.830943,0.818182,0.906421,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.506629,0.505,0.545455,0.771074,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.535985,0.522222,0.575758,0.791927,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.707386,0.671025,0.666667,0.90799,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.746212,0.758423,0.757576,0.85932,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.698864,0.689713,0.69697,0.902978,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.504735,0.503791,0.545455,0.775462,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.504735,0.503681,0.545455,0.814707,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.688447,0.666228,0.666667,0.841452,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.650568,0.657784,0.666667,0.808046,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.679924,0.670715,0.666667,0.900885,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.642045,0.651849,0.666667,0.840355,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.488636,0.484829,0.484848,0.783992,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.66572,0.647753,0.636364,0.863361,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.638258,0.641234,0.636364,0.830956,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.742424,0.73009,0.727273,0.910656,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.650568,0.65928,0.666667,0.906052,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.532197,0.533067,0.545455,0.800522,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.706739,0.69697,0.88178,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.573864,0.57094,0.575758,0.824296,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.79072,0.770544,0.757576,0.924201,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.716856,0.711806,0.757576,0.865814,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.885097,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.655303,0.634355,0.636364,0.864511,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.696023,0.715224,0.727273,0.864063,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.836174,0.830943,0.818182,0.906421,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.608902,0.601691,0.636364,0.889637,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.492424,0.493083,0.515152,0.768191,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.642992,0.605275,0.606061,0.828747,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.629735,0.630037,0.636364,0.809335,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.713068,0.719643,0.727273,0.903207,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.600379,0.611605,0.636364,0.863927,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.737689,0.741071,0.757576,0.890403,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.688447,0.672478,0.666667,0.872443,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.588068,0.598301,0.606061,0.866732,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.688447,0.671154,0.666667,0.884484,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.569129,0.574628,0.606061,0.811046,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.681818,0.683293,0.69697,0.877202,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.55303,0.541667,0.545455,0.809855,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.702652,0.692297,0.69697,0.820622,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.676136,0.652741,0.666667,0.896116,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.631629,0.629493,0.666667,0.878849,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.673295,0.675694,0.69697,0.871194,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.721591,0.694643,0.69697,0.870135,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.621212,0.621026,0.636364,0.837267,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.700758,0.708333,0.69697,0.90841,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.716856,0.711806,0.757576,0.88066,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.631629,0.628986,0.666667,0.850443,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.688447,0.668311,0.666667,0.871269,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.648674,0.625947,0.636364,0.841221,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.754735,0.754239,0.757576,0.909941,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.767045,0.778986,0.787879,0.874359,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.631629,0.642557,0.666667,0.877956,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.64678,0.638287,0.636364,0.859931,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.742424,0.732423,0.727273,0.868018,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.625947,0.616228,0.636364,0.889431,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.716856,0.718137,0.757576,0.865112,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.650568,0.652056,0.666667,0.84626,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.688447,0.668311,0.666667,0.876575,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.565341,0.576389,0.575758,0.834437,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.784091,0.778571,0.757576,0.904225,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.652462,0.648137,0.666667,0.898847,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.534091,0.534314,0.545455,0.821043,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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panel",42,"hard","genomics","cDNA",164,20530,0.683712,0.679225,0.69697,0.881672,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N22_broad_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.627841,0.636698,0.636364,0.900963,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.659091,0.665756,0.666667,0.822011,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.777462,0.77326,0.787879,0.896869,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.761364,0.733894,0.727273,0.887779,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.610795,0.612319,0.636364,0.832287,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N30_core_banzhaf_perf_only","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.611742,0.577206,0.575758,0.84687,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.586174,0.59707,0.606061,0.840607,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.777462,0.778888,0.787879,0.903208,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.792614,0.762745,0.757576,0.890279,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.642045,0.641394,0.666667,0.826254,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N31_core_banzhaf_perf_complexity","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.611742,0.576389,0.575758,0.844663,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.586174,0.592627,0.606061,0.860446,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.777462,0.779449,0.787879,0.891065,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.701032,0.69697,0.885713,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.683712,0.680736,0.69697,0.802007,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N32_core_banzhaf_perf_complex_stab","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.64678,0.635872,0.636364,0.868044,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.662879,0.669583,0.69697,0.870685,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.735795,0.739286,0.757576,0.885479,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.676136,0.634109,0.636364,0.853502,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.577652,0.581125,0.606061,0.826782,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N40_core_banzhaf_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.711174,0.705481,0.69697,0.917135,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.681818,0.688496,0.69697,0.881488,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.777462,0.78486,0.787879,0.898488,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.784091,0.761294,0.757576,0.883514,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.546402,0.545868,0.575758,0.817804,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N41_core_banzhaf_perf_only_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.611742,0.58443,0.575758,0.845097,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.650568,0.659254,0.666667,0.844974,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.704545,0.708217,0.727273,0.901142,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.66572,0.646119,0.636364,0.859511,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.712558,0.727273,0.840335,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","N42_core_banzhaf_perf_complex_5x5","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.605114,0.598254,0.606061,0.792322,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P01_ref_scaffold","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset",42,"hard","genomics","cDNA",164,20530,0.575758,0.574481,0.575758,0.816743,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P06_screen_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.611742,0.577206,0.575758,0.829729,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P07_screen_evalue","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.588068,0.583941,0.606061,0.834528,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.619318,0.624278,0.636364,0.871118,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.815341,0.791748,0.787879,0.907031,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.664773,0.668956,0.69697,0.89497,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P08_screen_stir","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.624053,0.615196,0.606061,0.845149,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P09_fold_none","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P10_fold_pls_da","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.621212,0.609722,0.666667,0.884498,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.598485,0.6,0.606061,0.834408,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P11_fold_rff","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset",23,"hard","genomics","cDNA",164,20530,0.351326,0.353611,0.363636,0.558375,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.570076,0.558333,0.545455,0.774326,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.355114,0.356931,0.393939,0.656004,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P12_fold_tensor_sketch","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.494318,0.504697,0.515152,0.72579,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P13_regime_off","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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subset",42,"hard","genomics","cDNA",164,20530,0.800189,0.798839,0.818182,0.918342,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P14_lowpn_fast_filter","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.623529,0.636364,0.859319,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.631629,0.637576,0.666667,0.843457,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.683747,0.69697,0.863006,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","P15_lowpn_all_features","P","V18 Prefilter","val18_stage","Val-18 Stage","diagnostic","Diagnostic 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panel",23,"hard","genomics","cDNA",164,20530,0.819129,0.817021,0.818182,0.928494,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.703869,0.69697,0.907135,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.725379,0.714349,0.727273,0.87499,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S05_dbda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.804924,0.786752,0.787879,0.880965,"dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","S06_gqda","S","Stage","val18_classifiers","Val-18 Classifier","full","Full benchmark 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panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.85938,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.819129,0.817021,0.818182,0.927467,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.730114,0.703869,0.69697,0.908385,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.694129,0.685236,0.69697,0.873006,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.804924,0.786752,0.787879,0.882215,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E01_soft_voting_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E02_greedy_ensemble_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E03_candidate_pruning_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E04_incumbent_racing_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E05_soft_greedy_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E06_pruning_incumbent_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,"mnpo_svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_E07_all_enhancements_diag24","E","V20 Ensemble","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F01_flaml_30s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F02_flaml_60s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F03_flaml_120s_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F04_sklearn_mnpo_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.700758,0.698485,0.69697,0.913257,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.745652,0.757576,0.856083,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.900542,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.721591,0.695833,0.69697,0.879469,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.596591,0.613394,0.606061,0.811619,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_bc_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.608902,0.613058,0.636364,0.918907,"flaml_lrl2"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.588068,0.587256,0.606061,0.833528,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.525568,0.471292,0.575758,0.816555,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.639205,0.569983,0.575758,0.829181,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.502841,0.47162,0.545455,0.796173,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_copula_da_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.580492,0.567544,0.575758,0.813058,"copula_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.745652,0.757576,0.84241,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.652462,0.648605,0.666667,0.87252,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.730114,0.701032,0.69697,0.887263,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.858338,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_cpda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.754735,0.762187,0.757576,0.885249,"cpda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.633523,0.642977,0.666667,0.877431,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.761364,0.734559,0.727273,0.881447,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.851489,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_dlda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896358,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.845854,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.686994,0.69697,0.866907,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.744318,0.72409,0.727273,0.878947,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_elastic_net_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.752841,0.747236,0.757576,0.912824,"elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681197,0.69697,0.852906,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.621212,0.614613,0.666667,0.872962,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.700758,0.694655,0.69697,0.879647,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.631629,0.62272,0.666667,0.842247,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_knn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.61553,0.588095,0.636364,0.879957,"knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.704545,0.711408,0.727273,0.836468,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nb_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.523674,0.526821,0.545455,0.797694,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.554924,0.554496,0.575758,0.817167,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.611742,0.58317,0.575758,0.835774,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.619318,0.627924,0.636364,0.834282,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_near_subspace_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.58428,0.60625,0.575758,0.82474,"near_subspace"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.857836,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.756629,0.754031,0.757576,0.913341,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.727348,0.727273,0.90723,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.756629,0.751895,0.757576,0.885352,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_nsc_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.884498,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.789773,0.801471,0.818182,0.862841,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.716856,0.726038,0.757576,0.815019,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.711174,0.697321,0.69697,0.805335,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.652462,0.668998,0.666667,0.766829,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_pls_da_classifier_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.671402,0.667208,0.69697,0.783655,"pls_da_classifier"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.633523,0.576729,0.69697,0.832678,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.623106,0.626832,0.666667,0.822802,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.567235,0.544746,0.606061,0.88748,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.654356,0.662963,0.69697,0.864076,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_realmlp_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.588068,0.527778,0.636364,0.858787,"realmlp"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.546402,0.548413,0.575758,0.751854,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.492424,0.479604,0.515152,0.736798,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.705492,0.675,0.666667,0.910389,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.643939,0.645513,0.666667,0.796167,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rff_lr_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.517992,0.507418,0.515152,0.788534,"rff_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.767045,0.772123,0.787879,0.867178,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.779356,0.778743,0.787879,0.902761,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.648674,0.633964,0.636364,0.861026,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.756629,0.756738,0.757576,0.878133,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_rp_ensemble_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.717803,0.70279,0.69697,0.895874,"rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.589962,0.580357,0.636364,0.793115,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.654356,0.658461,0.69697,0.866476,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.713068,0.713025,0.727273,0.921789,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.537879,0.540998,0.575758,0.840801,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_sglnn_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.57197,0.569413,0.575758,0.832333,"sglnn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.849463,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.633523,0.642977,0.666667,0.877431,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.761364,0.734559,0.727273,0.881447,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.851489,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_shrinkage_lda_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896358,"shrinkage_lda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.610795,0.636349,0.636364,0.840533,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.659907,0.666667,0.89438,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.676136,0.638725,0.636364,0.883551,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.642045,0.643191,0.666667,0.805852,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_linear_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.711174,0.718939,0.69697,0.911368,"svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.713068,0.723046,0.727273,0.862154,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.901522,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.688447,0.664216,0.666667,0.890974,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.621212,0.642532,0.636364,0.832686,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_svm_rbf_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.636364,0.647412,0.636364,0.877647,"svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.704545,0.711408,0.727273,0.861222,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.697917,0.70695,0.727273,0.896945,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.706439,0.722684,0.727273,0.874358,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_F07_tabm_flaml_custom_diag24","F","V20 FLAML","val20_flaml","Val-20 FLAML","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.617424,0.617424,0.636364,0.923104,"tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.673295,0.679167,0.69697,0.876258,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.683712,0.686994,0.69697,0.888029,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.789773,0.801471,0.818182,0.861235,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.673295,0.679167,0.69697,0.876258,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.683712,0.686994,0.69697,0.888029,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.859271,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.628671,0.636364,0.822881,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O01_current_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.85269,"mnpo_dbda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.648674,0.633964,0.636364,0.861026,"mnpo_rp_ensemble"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.628671,0.636364,0.822881,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O02_current_uniform_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.859271,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O03_current_banzhaf_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.789773,0.801471,0.818182,0.861235,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.775568,0.757143,0.757576,0.903589,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O04_current_shapley_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.906154,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.859271,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.660985,0.6727,0.666667,0.81561,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O05_val18compat_tritrust_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.859271,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.610795,0.628671,0.636364,0.822881,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_O06_top3_no_diversity_diag24","O","V20 Oracle Diag","val20_ensemble","Val-20 Ensemble","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.528409,0.514957,0.515152,0.755078,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.563447,0.561905,0.575758,0.805614,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.765152,0.763176,0.757576,0.873221,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.725379,0.725046,0.727273,0.904248,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.74053,0.74375,0.727273,0.908323,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.650568,0.663451,0.666667,0.832117,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.681818,0.697024,0.69697,0.884432,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.891349,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.633523,0.636905,0.666667,0.837968,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P04_no_gmm_after_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.640152,0.640152,0.666667,0.888196,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.713068,0.718036,0.727273,0.889212,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.673295,0.678906,0.69697,0.89678,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.769886,0.732721,0.727273,0.891409,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.712558,0.727273,0.834073,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P05_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.70928,0.702213,0.69697,0.887851,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.640152,0.638072,0.666667,0.868326,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.640152,0.643185,0.666667,0.872279,"dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.738636,0.706781,0.69697,0.875516,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.779356,0.776366,0.787879,0.903407,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_P06_no_gmm_before_fs_diag24","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.586174,0.583333,0.606061,0.87882,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.859271,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.660985,0.664388,0.666667,0.861525,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.89906,"mnpo_tabm"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.610795,0.628671,0.636364,0.822881,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.74182,0.757576,0.857836,"nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.746212,0.75247,0.757576,0.892015,"gqda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.721591,0.698496,0.69697,0.907147,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.694129,0.685236,0.69697,0.882138,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.763258,0.750877,0.757576,0.880965,"spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.659091,0.664483,0.666667,0.854208,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.504735,0.50098,0.545455,0.822281,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.784091,0.761294,0.757576,0.878883,"mnpo_spatial_median_da"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.779356,0.77577,0.787879,0.900562,"mnpo_nsc"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.763258,0.765476,0.757576,0.899585,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_120s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_30s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.733055,0.727273,0.860114,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF01_tune_first_baseline_60s_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"tune_first_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.698864,0.672619,0.666667,0.859164,"tune_first_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_knn__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF02_tune_first_cvar_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_knn__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.807062,"tune_first_ensemble_elastic_net_lr__svm_linear__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.730044,0.727273,0.856077,"tune_first_ensemble_elastic_net_lr__dlda__svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_elastic_net_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF03_tune_first_dynamic_complexity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.671402,0.667208,0.69697,0.835548,"tune_first_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.784091,0.762897,0.757576,0.875433,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.629735,0.622018,0.636364,0.814411,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF04_tune_first_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.633523,0.648246,0.666667,0.806893,"tune_first_ensemble_knn__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.807062,"tune_first_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.792614,0.767699,0.757576,0.865574,"tune_first_ensemble_dlda__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"tune_first_ensemble_knn__dlda__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF05_tune_first_full_stack_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.671402,0.667208,0.69697,0.835548,"tune_first_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"tune_first_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.688646,0.69697,0.799428,"tune_first_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.784091,0.762897,0.757576,0.875433,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.629735,0.622018,0.636364,0.814411,"tune_first_ensemble_elastic_net_lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V20_TF06_tune_first_default_plus_diversity_diag24","TF","V20 Tune-First","val20_tune_first","Val-20 Tune-First","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.627841,0.639583,0.636364,0.875288,"tune_first_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.681818,0.690669,0.69697,0.841529,"lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.704545,0.718452,0.727273,0.890025,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.750947,0.728554,0.727273,0.889066,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.610795,0.612891,0.636364,0.841323,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.736742,0.703482,0.69697,0.866947,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.704545,0.714286,0.727273,0.849579,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.827652,0.81694,0.818182,0.902455,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.761364,0.732721,0.727273,0.898888,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.6875,0.694234,0.727273,0.892266,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.50947,0.505556,0.515152,0.795089,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.662879,0.672619,0.69697,0.850434,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.819129,0.817021,0.818182,0.915318,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.792614,0.762745,0.757576,0.908333,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.623106,0.630261,0.666667,0.878332,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.63447,0.616555,0.606061,0.829842,"nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.74375,0.757576,0.8448,"mnpo_ensemble_knn__nb__svm_rbf"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.544508,0.530235,0.575758,0.784109,"mnpo_ensemble_lr__knn__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.679924,0.666667,0.666667,0.799595,"mnpo_ensemble_knn__elastic_net_lr__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.558712,0.546404,0.606061,0.801916,"mnpo_ensemble_elastic_net_lr__lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.732008,0.736695,0.727273,0.86581,"mnpo_ensemble_knn__dlda__elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",164,20530,0.735795,0.753547,0.757576,0.832504,"mnpo_ensemble_knn__dlda__lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",164,20530,0.675189,0.68365,0.69697,0.809421,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",164,20530,0.775568,0.758036,0.757576,0.873143,"mnpo_ensemble_elastic_net_lr__lr__nb"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",164,20530,0.714962,0.728293,0.727273,0.816419,"mnpo_ensemble_elastic_net_lr__dlda__knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.864862,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.758523,0.775,0.787879,0.861222,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.6875,0.69697,0.887226,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W01_cls_oracle_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.650568,0.660258,0.666667,0.853735,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.686994,0.69697,0.888029,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.683712,0.694286,0.69697,0.842165,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W02_cls_oracle_uniform","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.763258,0.766029,0.757576,0.923269,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.686994,0.69697,0.888029,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W03_cls_oracle_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.6875,0.69697,0.887226,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W04_cls_oracle_shapley","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.713068,0.718182,0.727273,0.922684,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.714962,0.717361,0.727273,0.889726,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.730114,0.701032,0.69697,0.890707,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.662879,0.662582,0.69697,0.843071,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W05_cross_fs_tritrust_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.625947,0.620238,0.636364,0.866921,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.631629,0.634861,0.666667,0.832028,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.652462,0.658586,0.666667,0.857085,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.63447,0.610948,0.606061,0.838847,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.600379,0.597024,0.636364,0.844282,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W06_cross_fs_uniform_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.617424,0.617424,0.636364,0.889508,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.899509,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.642045,0.646404,0.666667,0.844001,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.765152,0.753571,0.757576,0.877939,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.787879,0.783605,0.787879,0.868566,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W07_cross_fs_shapley_cls_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.702652,0.697294,0.727273,0.892276,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.725379,0.722403,0.727273,0.88294,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W08_broad_pool_tritrust","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.754735,0.752734,0.757576,0.915604,"mnpo_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",11,"hard","genomics","cDNA",164,20530,0.664773,0.681593,0.69697,0.873784,"mnpo_knn"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",23,"hard","genomics","cDNA",164,20530,0.683712,0.6875,0.69697,0.887226,"mnpo_dlda"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",37,"hard","genomics","cDNA",164,20530,0.752841,0.729167,0.727273,0.894685,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",42,"hard","genomics","cDNA",164,20530,0.714962,0.732354,0.727273,0.864091,"mnpo_elastic_net_lr"],["xena_tcga_gbm","TCGA-GBM Glioblastoma (Xena, 4-subtype)","W09_broad_pool_banzhaf","W","Clf Oracle","val18_cls_oracle_wt","Val-18 Clf Oracle","diagnostic","Diagnostic subset",59,"hard","genomics","cDNA",164,20530,0.713068,0.717532,0.727273,0.896141,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.895833,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.841667,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"medium","genomics","cDNA",114,20530,0.8125,0.839161,0.869565,0.733333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"medium","genomics","cDNA",114,20530,0.866667,0.823077,0.826087,0.975,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.925,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.933333,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & 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panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.966667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.866667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.908333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.891667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS 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binary)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.9,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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binary)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.908333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.816667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV 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(Xena, HPV binary)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.966667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.966667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.866667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.991667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.816667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.825,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.958333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.85,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.908333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.933333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.958333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.85,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.841667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.825,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.991667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.841667,0.851613,0.869565,0.841667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.858333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.958333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.825,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.991667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.975,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.791667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.966667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.991667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.858333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.883333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.991667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.85,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.916667,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full 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panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.958333,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV 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panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.958333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.870833,0.860041,0.869565,0.916667,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,1.0,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.825,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.958333,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"mnpo_gqda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.808333,"mnpo_dbda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.916667,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9125,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.933333,0.90873,0.913043,0.954167,"gpc"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"sglnn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,"mnpo_dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.891667,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_spatial_median_da"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.941667,"mnpo_cpda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.808333,0.808333,0.826087,0.775,"mnpo_nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.875,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.941667,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.8,"dlda"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.983333,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.925,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.983333,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.766667,"nb"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.904167,0.904167,0.913043,0.9,"mnpo_ensemble_dlda__elastic_net_lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.95,"lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.895833,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,0.966667,0.953347,0.956522,1.0,"svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.925,"svm_rbf"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.841667,"knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.933333,"mnpo_ensemble_nb__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"medium","genomics","cDNA",114,20530,1.0,1.0,1.0,1.0,"mnpo_ensemble_lr__svm_linear"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"medium","genomics","cDNA",114,20530,0.875,0.897321,0.913043,0.875,"mnpo_ensemble_svm_linear__lr"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"medium","genomics","cDNA",114,20530,0.9375,0.950538,0.956522,0.9375,"mnpo_ensemble_dlda__knn"],["xena_tcga_hnsc_hpv","TCGA-HNSC Head & Neck (Xena, HPV binary)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel",59,"hard","genomics","cDNA",606,20530,0.303874,0.285792,0.418033,0.642024,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",606,20530,0.426604,0.435844,0.54918,0.705359,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",606,20530,0.354923,0.354827,0.45082,0.609438,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",606,20530,0.398204,0.385554,0.491803,0.668427,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",606,20530,0.342111,0.34313,0.45082,0.685793,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.449455,0.421716,0.442623,0.645128,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.293432,0.280404,0.336066,0.624527,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.329046,0.323467,0.401639,0.615795,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.393261,0.380756,0.434426,0.642203,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.346449,0.355128,0.42623,0.630987,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",606,20530,0.408495,0.404101,0.47541,0.671588,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",606,20530,0.344734,0.3486,0.434426,0.653268,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark 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Clear Cell (Xena, stage-based)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.316435,0.302669,0.336066,0.601327,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.287026,0.294422,0.360656,0.553812,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.407234,0.395776,0.459016,0.61947,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.292877,0.293388,0.385246,0.640111,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.374042,0.371475,0.45082,0.629954,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.337974,0.334428,0.401639,0.579641,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.350333,0.328358,0.401639,0.563352,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, 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panel",11,"hard","genomics","cDNA",606,20530,0.369905,0.367551,0.418033,0.650581,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.302361,0.29341,0.344262,0.53594,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.340143,0.3347,0.401639,0.601815,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.318755,0.310659,0.42623,0.613542,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.338428,0.333392,0.393443,0.602023,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.439972,0.418768,0.483607,0.705654,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.418331,0.393591,0.459016,0.643753,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.372427,0.371887,0.434426,0.598241,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.334191,0.329147,0.401639,0.614281,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.395783,0.391313,0.459016,0.625408,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.357546,0.353468,0.418033,0.59803,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.419592,0.40974,0.47541,0.622667,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, 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panel",11,"hard","genomics","cDNA",606,20530,0.349526,0.341523,0.393443,0.584547,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.293432,0.292677,0.344262,0.590157,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.31931,0.316585,0.385246,0.605035,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.320571,0.314916,0.385246,0.607101,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.36476,0.360307,0.42623,0.600117,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.371166,0.365748,0.409836,0.634107,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.295046,0.291974,0.368852,0.5546,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.369451,0.362655,0.42623,0.627436,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.28521,0.280168,0.385246,0.605767,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.36819,0.359777,0.418033,0.619426,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.302714,0.302927,0.377049,0.607497,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.286572,0.288258,0.360656,0.582122,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.331568,0.32533,0.42623,0.598375,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.267807,0.270418,0.360656,0.588312,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.338781,0.340812,0.418033,0.590872,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.353763,0.341748,0.393443,0.616304,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.272599,0.266771,0.319672,0.563678,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.313257,0.303958,0.42623,0.602642,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.311642,0.313097,0.377049,0.567367,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.31028,0.312364,0.409836,0.586975,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.362238,0.360036,0.409836,0.589456,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.315981,0.307659,0.352459,0.596922,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.288186,0.295031,0.401639,0.552158,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.318049,0.305009,0.360656,0.622453,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.297115,0.30032,0.393443,0.5905,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.361431,0.346543,0.393443,0.624555,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.334645,0.326965,0.377049,0.59141,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.378733,0.374141,0.467213,0.635145,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.337066,0.336958,0.42623,0.634461,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.348164,0.345314,0.418033,0.640709,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.349879,0.349499,0.418033,0.594036,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.408596,0.394811,0.442623,0.656163,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.350232,0.349633,0.442623,0.620716,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.394522,0.386398,0.45082,0.638846,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.387308,0.379199,0.442623,0.598214,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.349072,0.349985,0.401639,0.628468,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.317242,0.302608,0.344262,0.578543,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.317141,0.315187,0.401639,0.613384,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.262207,0.263862,0.393443,0.601831,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.327331,0.32562,0.401639,0.60314,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.3295,0.325907,0.393443,0.61442,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.284504,0.278622,0.327869,0.584695,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.373688,0.36761,0.442623,0.624319,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.309826,0.301301,0.418033,0.595469,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.377119,0.37386,0.42623,0.665499,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.387762,0.373101,0.42623,0.61046,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.340143,0.338016,0.393443,0.650207,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.452785,0.429287,0.467213,0.660103,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.345995,0.345142,0.434426,0.615346,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.392,0.387712,0.442623,0.62948,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.347357,0.335853,0.393443,0.620374,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.296408,0.294792,0.344262,0.599769,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.336259,0.329068,0.42623,0.619252,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.377018,0.373557,0.459016,0.616827,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.330761,0.328859,0.393443,0.620388,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.387762,0.373101,0.42623,0.61046,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.340143,0.338016,0.393443,0.650207,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.452785,0.429287,0.467213,0.660103,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.345995,0.345142,0.434426,0.615346,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.392,0.387712,0.442623,0.62948,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.399213,0.392477,0.442623,0.666074,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.394522,0.386478,0.442623,0.655188,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.286118,0.290527,0.368852,0.597253,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.393261,0.389352,0.442623,0.657228,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.390285,0.389793,0.442623,0.630473,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.350787,0.345903,0.401639,0.633347,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.317696,0.306655,0.344262,0.586427,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.278904,0.280579,0.368852,0.575557,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.400827,0.394176,0.47541,0.624627,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.345995,0.343347,0.42623,0.627285,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.330761,0.324419,0.393443,0.629909,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.358908,0.343757,0.385246,0.579252,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.335805,0.337466,0.434426,0.619304,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.349425,0.347452,0.42623,0.640778,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.402996,0.387537,0.45082,0.644955,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.32274,0.313452,0.360656,0.604414,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.336713,0.334359,0.401639,0.618354,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.316788,0.317569,0.377049,0.603124,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.278904,0.276787,0.352459,0.615375,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.32047,0.325485,0.434426,0.585042,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.424738,0.405545,0.45082,0.639246,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.337167,0.328537,0.393443,0.592401,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.340496,0.338369,0.42623,0.596756,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.252926,0.257135,0.352459,0.601174,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.321832,0.31867,0.385246,0.644428,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.387762,0.373101,0.42623,0.61046,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.340143,0.338016,0.393443,0.650207,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.452785,0.429287,0.467213,0.660103,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.345995,0.345142,0.434426,0.615346,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.392,0.387712,0.442623,0.62948,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.371166,0.370816,0.42623,0.62415,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.371267,0.346165,0.377049,0.61022,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.364306,0.35889,0.434426,0.649949,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.331921,0.337912,0.459016,0.665288,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.255549,0.260223,0.336066,0.572499,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.372528,0.347814,0.377049,0.630699,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.359262,0.351871,0.409836,0.643855,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.289901,0.289205,0.385246,0.578667,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.309574,0.307408,0.360656,0.594517,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.376665,0.363102,0.42623,0.658404,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.353309,0.349348,0.409836,0.621511,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.316233,0.311628,0.409836,0.579394,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.332829,0.326838,0.418033,0.596252,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.335452,0.33128,0.393443,0.602614,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.316788,0.314417,0.368852,0.593998,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.301453,0.303212,0.368852,0.601745,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.332022,0.325732,0.401639,0.607055,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.349072,0.342505,0.401639,0.627789,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.418684,0.411742,0.491803,0.655996,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.4204,0.416206,0.483607,0.628239,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.363499,0.357896,0.418033,0.627772,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.367383,0.354377,0.401639,0.609519,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.345541,0.342236,0.442623,0.63324,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.349425,0.343606,0.418033,0.643924,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.297569,0.288339,0.377049,0.580724,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.371166,0.370816,0.42623,0.623965,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.35341,0.332276,0.368852,0.609857,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.364306,0.359193,0.434426,0.650013,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.349778,0.354751,0.467213,0.666834,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.255549,0.260223,0.336066,0.572822,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.387762,0.373101,0.42623,0.61046,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.340143,0.338016,0.393443,0.650207,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.452785,0.429287,0.467213,0.660103,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.345995,0.345142,0.434426,0.615346,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.392,0.387712,0.442623,0.62948,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.418331,0.404751,0.45082,0.658673,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.332476,0.332102,0.393443,0.615722,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.380549,0.373196,0.42623,0.621763,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.356184,0.356916,0.45082,0.597351,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.316687,0.318038,0.401639,0.570435,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.382617,0.375793,0.434426,0.681596,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.312096,0.31108,0.368852,0.614679,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.313257,0.312556,0.409836,0.620973,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.383071,0.371604,0.42623,0.659153,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.376564,0.373604,0.467213,0.627916,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.354116,0.352556,0.42623,0.607194,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.324001,0.288393,0.360656,0.613283,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.318402,0.319503,0.401639,0.575549,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.395783,0.388226,0.459016,0.656526,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.387308,0.381449,0.442623,0.602638,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.304328,0.300705,0.401639,0.568215,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.38524,0.361288,0.401639,0.627864,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.313711,0.308911,0.393443,0.581728,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.411471,0.407885,0.483607,0.650547,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.349879,0.348382,0.418033,0.620037,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.317595,0.31447,0.385246,0.564799,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.366929,0.359834,0.418033,0.605619,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.30226,0.307534,0.385246,0.582509,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.291616,0.292684,0.385246,0.62075,"lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, 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Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.387207,0.388411,0.467213,0.630609,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.339588,0.313728,0.42623,0.644332,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.40345,0.385228,0.442623,0.641629,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.373234,0.361325,0.442623,0.635198,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.35573,0.353977,0.45082,0.613744,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.340849,0.332637,0.442623,0.669428,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.43518,0.444049,0.532787,0.692338,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_B03_mnpo_ref_anchor","B","V20 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stage-based)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.412379,0.402264,0.467213,0.649282,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.344381,0.34144,0.393443,0.602781,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.403097,0.390648,0.418033,0.637543,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.297115,0.291285,0.401639,0.62508,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.409403,0.399471,0.459016,0.64567,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.348618,0.344571,0.401639,0.595457,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.403097,0.390648,0.418033,0.637543,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.395228,0.39537,0.508197,0.668351,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.262661,0.257784,0.368852,0.560962,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.412379,0.402264,0.467213,0.649282,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.344381,0.34144,0.393443,0.602781,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.40345,0.385228,0.442623,0.641629,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.373234,0.361325,0.442623,0.635198,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, 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panel",11,"hard","genomics","cDNA",606,20530,0.40345,0.385228,0.442623,0.641629,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.373234,0.361325,0.442623,0.635198,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.35573,0.353977,0.45082,0.613744,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.340849,0.332637,0.442623,0.669428,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.383424,0.371091,0.47541,0.669074,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.326977,0.287344,0.368852,0.537205,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.314972,0.271534,0.385246,0.596134,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.296661,0.278718,0.401639,0.625424,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.417877,0.416119,0.467213,0.670068,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.405165,0.38747,0.442623,0.647965,"mnpo_dbda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.298023,0.295857,0.385246,0.59401,"mnpo_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.291616,0.291325,0.377049,0.563008,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.326877,0.329965,0.42623,0.619939,"mnpo_elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.366828,0.367083,0.45082,0.615347,"mnpo_svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.420854,0.409875,0.459016,0.691058,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.392353,0.365083,0.45082,0.669566,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.323446,0.286715,0.418033,0.57586,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.345995,0.342666,0.434426,0.635446,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.379994,0.372931,0.459016,0.662349,"rp_ensemble"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.4148,0.419842,0.508197,0.681559,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.347609,0.34495,0.47541,0.679937,"mnpo_dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, 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stage-based)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.340849,0.332637,0.442623,0.669428,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.355932,0.350355,0.393443,0.652247,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.334998,0.334319,0.409836,0.621197,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.358354,0.332582,0.42623,0.596645,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.376564,0.380448,0.483607,0.637563,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.32274,0.301693,0.360656,0.621751,"nb"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.456013,0.469397,0.54918,0.642285,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.359968,0.358513,0.467213,0.589727,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.3239,0.327302,0.418033,0.564969,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.336158,0.336483,0.45082,0.594388,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.397397,0.395221,0.483607,0.624643,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",606,20530,0.456013,0.469397,0.54918,0.642285,"mnpo_ensemble_dlda__elastic_net_lr__lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",606,20530,0.359968,0.358513,0.467213,0.589727,"mnpo_ensemble_lr__elastic_net_lr__dlda"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",606,20530,0.3239,0.327302,0.418033,0.564969,"mnpo_ensemble_lr__elastic_net_lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",606,20530,0.336158,0.336483,0.45082,0.594388,"mnpo_ensemble_elastic_net_lr__lr__svm_linear"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",606,20530,0.397397,0.395221,0.483607,0.624643,"mnpo_ensemble_lr__svm_linear__elastic_net_lr"],["xena_tcga_kirc","TCGA-KIRC Kidney Clear Cell (Xena, stage-based)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark 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3-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.469397,0.471639,0.481132,0.654289,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.55254,0.550671,0.556604,0.729177,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.516453,0.517231,0.537736,0.729497,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.468329,0.472687,0.481132,0.690274,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.44207,0.436877,0.471698,0.639171,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.460209,0.459647,0.471698,0.669177,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.506956,0.508225,0.518868,0.691782,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 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panel",42,"hard","genomics","cDNA",529,20530,0.44207,0.436877,0.471698,0.639171,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.460209,0.459647,0.471698,0.669177,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.412203,0.419998,0.443396,0.662517,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.50368,0.503187,0.528302,0.666202,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.452398,0.453441,0.471698,0.66332,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.461159,0.461472,0.481132,0.625734,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.499264,0.498622,0.509434,0.711257,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.440693,0.441443,0.462264,0.670477,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.520347,0.518657,0.54717,0.71618,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.435304,0.434998,0.45283,0.659961,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.431933,0.435438,0.45283,0.637726,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.489554,0.486452,0.490566,0.688553,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.435945,0.43843,0.45283,0.662653,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.475617,0.469595,0.509434,0.658271,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.431719,0.432555,0.45283,0.643211,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.440385,0.44364,0.45283,0.629104,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.539672,0.535689,0.537736,0.705915,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.473718,0.475968,0.490566,0.69325,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.51085,0.510181,0.528302,0.722151,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.448077,0.452836,0.462264,0.633354,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.41548,0.421945,0.433962,0.608166,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.469397,0.469921,0.481132,0.699395,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.428775,0.433939,0.45283,0.602573,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.499027,0.497485,0.528302,0.69406,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.465385,0.471418,0.481132,0.666365,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.503253,0.502806,0.528302,0.633065,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.460423,0.459737,0.471698,0.692045,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.516453,0.517231,0.537736,0.729497,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.540931,0.541575,0.556604,0.727755,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.468329,0.472687,0.481132,0.690274,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.44207,0.436877,0.471698,0.639171,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.460209,0.459647,0.471698,0.669177,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.491453,0.494598,0.509434,0.657149,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.591785,0.592348,0.613208,0.740698,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.510636,0.507178,0.528302,0.712157,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.455983,0.450795,0.471698,0.634468,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.540527,0.53164,0.537736,0.715295,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.495038,0.499391,0.509434,0.676952,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.531861,0.532744,0.537736,0.707394,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.486064,0.487852,0.5,0.698856,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.511277,0.511184,0.528302,0.67803,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.449145,0.452286,0.462264,0.698855,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.471083,0.471732,0.5,0.664369,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.473718,0.476741,0.490566,0.674097,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.507265,0.507457,0.528302,0.70946,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.452825,0.454872,0.471698,0.626861,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.531434,0.529799,0.537736,0.694574,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.479416,0.480844,0.509434,0.67146,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.603917,0.605055,0.622642,0.749449,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.481624,0.483266,0.5,0.691697,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.515503,0.51573,0.528302,0.668793,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.503253,0.503036,0.528302,0.726776,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.432574,0.43236,0.45283,0.588825,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.464957,0.466915,0.481132,0.678082,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.511372,0.51052,0.537736,0.701522,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.449763,0.448547,0.481132,0.628866,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.487227,0.488558,0.509434,0.696408,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.491453,0.494598,0.509434,0.657149,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.591785,0.592348,0.613208,0.740698,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.510636,0.50728,0.528302,0.711434,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.455983,0.450795,0.471698,0.635006,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.540527,0.53164,0.537736,0.715295,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.516453,0.517231,0.537736,0.729497,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.540931,0.541575,0.556604,0.727755,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.468329,0.472687,0.481132,0.690274,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.44207,0.436877,0.471698,0.639171,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.460209,0.459647,0.471698,0.669177,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.475095,0.475371,0.5,0.678778,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",529,20530,0.485945,0.485593,0.509434,0.684808,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",529,20530,0.427707,0.426391,0.45283,0.662304,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",529,20530,0.483215,0.482359,0.509434,0.634485,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",529,20530,0.534924,0.527027,0.528302,0.707943,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",529,20530,0.54556,0.540813,0.575472,0.690691,"lr"],["xena_tcga_lgg","TCGA-LGG Lower Grade Glioma (Xena, 3-subtype)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark 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SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",275,20530,0.877778,0.878104,0.872727,0.956518,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",275,20530,0.685714,0.69478,0.690909,0.879251,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",275,20530,0.72619,0.722535,0.727273,0.910159,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",275,20530,0.72381,0.712376,0.709091,0.902484,"lr"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",275,20530,0.814286,0.814479,0.818182,0.909698,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",275,20530,0.646825,0.634465,0.636364,0.882041,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",275,20530,0.861111,0.861276,0.854545,0.940146,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 3-subtype)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",275,20530,0.774603,0.790043,0.781818,0.89866,"dlda"],["xena_tcga_luad","TCGA-LUAD Lung Adenocarcinoma (Xena, 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TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",299,20530,0.462264,0.449541,0.816667,0.552561,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",299,20530,0.495957,0.495192,0.766667,0.549865,"mnpo_dbda"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",299,20530,0.586253,0.580952,0.816667,0.641509,"mnpo_lr"],["xena_tcga_ov","TCGA-OV Ovarian (Xena, histologic grade G2 vs G3)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",299,20530,0.514825,0.514825,0.8,0.477089,"mnpo_lr"],["xena_tcga_ov","TCGA-OV 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Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",550,20530,0.320116,0.31479,0.536364,0.577729,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",550,20530,0.333183,0.319518,0.481818,0.550851,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.320776,0.316032,0.490909,0.705305,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.340383,0.309576,0.445455,0.642937,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 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Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.334083,0.321081,0.545455,0.760249,"mnpo_svm_linear"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",550,20530,0.517981,0.331866,0.390909,0.75189,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",550,20530,0.555229,0.39096,0.481818,0.738577,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",550,20530,0.477444,0.28934,0.336364,0.731917,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.317011,0.259715,0.381818,0.739065,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",550,20530,0.517981,0.331866,0.390909,0.75189,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason 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Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.52925,0.346314,0.418182,0.732192,"spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.346564,0.349561,0.590909,0.750953,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",550,20530,0.517981,0.331866,0.390909,0.75189,"mnpo_spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark 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panel",42,"hard","genomics","cDNA",550,20530,0.439398,0.264261,0.327273,0.716642,"gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.52925,0.346314,0.418182,0.732192,"spatial_median_da"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.355742,0.363412,0.609091,0.703508,"mnpo_dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",550,20530,0.376662,0.33633,0.463636,0.780608,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",550,20530,0.334866,0.311195,0.436364,0.701092,"mnpo_nsc"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",550,20530,0.509524,0.375013,0.390909,0.742034,"mnpo_rp_ensemble"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.520763,0.347751,0.381818,0.754271,"mnpo_gqda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark 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score)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",550,20530,0.404887,0.38518,0.563636,0.596619,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.229371,0.225971,0.372727,0.567407,"lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.318319,0.323085,0.563636,0.657089,"mnpo_ensemble_svm_linear__nb__dlda"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark 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panel",59,"hard","genomics","cDNA",550,20530,0.344527,0.342998,0.527273,0.622302,"mnpo_ensemble_dlda__svm_linear__elastic_net_lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",550,20530,0.345513,0.333276,0.509091,0.647394,"mnpo_ensemble_nb__svm_linear__svm_rbf"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",550,20530,0.276837,0.262465,0.409091,0.61214,"mnpo_ensemble_nb__svm_linear__lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",550,20530,0.301641,0.294766,0.454545,0.605868,"mnpo_ensemble_svm_linear__nb__lr"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",550,20530,0.332707,0.329898,0.627273,0.624486,"mnpo_ensemble_dlda__svm_rbf__knn"],["xena_tcga_prad","TCGA-PRAD Prostate (Xena, Gleason score)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",550,20530,0.26311,0.26852,0.454545,0.576359,"mnpo_ensemble_elastic_net_lr__dlda__svm_linear"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.964607,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.882239,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.94852,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.901544,0.894795,0.926316,0.944015,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.892535,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.927284,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.980695,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.89704,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.929858,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.93758,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.900901,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.960103,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.867761,0.832746,0.873684,0.954955,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.895753,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",472,20530,0.932111,0.924854,0.947368,0.932432,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",472,20530,0.850386,0.88253,0.926316,0.972329,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",472,20530,0.809846,0.80462,0.863158,0.898327,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.925354,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.947876,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.8713,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.958172,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.833655,0.82254,0.873684,0.931145,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.901544,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",472,20530,0.908623,0.852589,0.884211,0.925997,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",472,20530,0.867439,0.887078,0.926316,0.986486,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",472,20530,0.813063,0.835526,0.894737,0.916345,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.936937,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.964607,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.882239,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.94852,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full 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metastatic)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.8713,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.952381,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.901544,0.894795,0.926316,0.941441,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.897683,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.79601,0.828644,0.894737,0.919562,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.92471,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.942728,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.84749,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.894788,0.881694,0.915789,0.93565,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.864865,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.962033,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.95045,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.875161,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.966538,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.862291,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.850386,0.88253,0.926316,0.968468,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.949807,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.963964,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.855212,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.942728,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.867439,0.887078,0.926316,0.951094,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.806306,0.822551,0.884211,0.877091,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.955598,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.869369,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.955598,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.93758,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.887387,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.79601,0.828644,0.894737,0.919562,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.92471,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.942728,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.84749,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.958816,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.869369,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.965251,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.860682,0.873333,0.915789,0.931789,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.885457,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.79601,0.828644,0.894737,0.919562,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs 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panel",59,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.84749,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.79601,0.828644,0.894737,0.919562,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.92471,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.942728,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.84749,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.765444,0.794372,0.873684,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.833655,0.82254,0.873684,0.875804,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.947876,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.898005,0.919341,0.947368,0.946589,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.869369,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.954311,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.877091,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.942728,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.891248,0.905,0.936842,0.956242,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.806306,0.822551,0.884211,0.887387,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.945302,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.884813,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.954311,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.894788,0.881694,0.915789,0.932432,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.867439,0.887078,0.926316,0.910553,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.79601,0.828644,0.894737,0.919562,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.895753,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 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primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.944659,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.902188,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.944659,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.789254,0.815404,0.884211,0.966538,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.902188,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.944659,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.789254,0.815404,0.884211,0.966538,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.902188,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.871943,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.956885,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.904762,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.789254,0.815404,0.884211,0.966538,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.956885,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.843629,0.868421,0.915789,0.89704,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.947876,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.868726,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.881274,0.856582,0.894737,0.927284,"mnpo_realmlp"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.833655,0.82254,0.873684,0.931145,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.816602,0.816602,0.873684,0.895109,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.947876,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.868726,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.881274,0.856582,0.894737,0.927284,"mnpo_realmlp"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.809846,0.80462,0.863158,0.920849,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.897683,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.904762,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.904762,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.782497,0.802632,0.873684,0.925354,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.796332,0.781609,0.842105,0.870656,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.792793,0.797839,0.863158,0.904762,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.806306,0.822551,0.884211,0.926641,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.89897,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.944659,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.866795,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.789254,0.815404,0.884211,0.966538,"mnpo_dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.938224,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.902188,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.857465,0.839847,0.884211,0.951094,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.871943,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.953024,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.956885,"cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.870978,0.864737,0.905263,0.904762,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.935006,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.884492,0.891144,0.926316,0.888031,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.884492,0.891144,0.926316,0.962677,"mnpo_cpda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.833655,0.82254,0.873684,0.926641,"mnpo_elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.897683,"mnpo_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.96139,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.864221,0.852117,0.894737,0.870013,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.951094,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.823681,0.782857,0.831579,0.916345,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.895753,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.972329,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.853925,0.860043,0.905263,0.885457,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.81982,0.848967,0.905263,0.956885,"dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.898327,0.860622,0.894737,0.93565,"lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.840412,0.834678,0.884211,0.893179,"elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.806306,0.822551,0.884211,0.810811,"mnpo_ensemble_elastic_net_lr__dlda"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.847169,0.847169,0.894737,0.888353,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.79955,0.81,0.873684,0.837194,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.922458,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_PREFILTER","V21_WINNER_PREFILTER","Val-21 Winner Prefilter","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.836873,0.854814,0.905263,0.834942,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",472,20530,0.823359,0.828941,0.884211,0.843629,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",472,20530,0.877735,0.877735,0.915789,0.873874,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.850708,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",472,20530,0.813063,0.835526,0.894737,0.893179,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_skcm","TCGA-SKCM Melanoma (Xena, primary vs metastatic)","V21_WINNER_REGIME","V21_WINNER_REGIME","Val-21 Winner Regime","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",472,20530,0.830116,0.841667,0.894737,0.848777,"mnpo_ensemble_lr__elastic_net_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.494766,0.480368,0.488889,0.658497,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.478166,0.464214,0.477778,0.62346,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.475158,0.463078,0.477778,0.637236,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.546513,0.518767,0.522222,0.730591,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.51607,0.503181,0.511111,0.678237,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",448,20530,0.529161,0.505104,0.511111,0.675192,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",448,20530,0.530798,0.533098,0.544444,0.675209,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",448,20530,0.441589,0.419694,0.477778,0.65537,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A01_simple_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",448,20530,0.516453,0.502461,0.533333,0.679507,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.50429,0.494876,0.5,0.649543,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.455934,0.454271,0.488889,0.638744,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.468451,0.448718,0.455556,0.620935,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.545393,0.529906,0.544444,0.734861,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.525593,0.50913,0.522222,0.675197,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",448,20530,0.547074,0.512,0.511111,0.662331,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",448,20530,0.52779,0.517626,0.544444,0.672522,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",448,20530,0.441589,0.421517,0.477778,0.671842,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A02_default_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",448,20530,0.521274,0.514055,0.533333,0.710924,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.490472,0.5,0.662873,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449978,0.439681,0.466667,0.624191,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.485434,0.474247,0.488889,0.662917,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.520389,0.490066,0.5,0.720941,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.497582,0.471874,0.477778,0.676306,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",448,20530,0.517573,0.515152,0.511111,0.670705,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",448,20530,0.508742,0.49906,0.522222,0.658202,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",448,20530,0.431874,0.420378,0.455556,0.668018,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A03_ref_anchor_after_fs","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",448,20530,0.506929,0.493102,0.522222,0.677376,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.457379,0.452525,0.511111,0.673102,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.426419,0.421352,0.444444,0.602851,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.464706,0.465365,0.5,0.662265,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.512502,0.505046,0.522222,0.678947,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.502285,0.463434,0.488889,0.704437,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",448,20530,0.499838,0.479847,0.477778,0.646151,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",448,20530,0.416895,0.410725,0.433333,0.625638,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",448,20530,0.471222,0.471222,0.511111,0.665114,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A04_skip_fs_all_features","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",448,20530,0.46733,0.459841,0.477778,0.625806,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.488889,0.5,0.671744,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.428114,0.426703,0.455556,0.627951,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.494958,0.484044,0.5,0.667017,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.529161,0.500272,0.511111,0.736035,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.469763,0.440483,0.444444,0.670714,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",448,20530,0.527097,0.51994,0.522222,0.678253,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",448,20530,0.52723,0.527155,0.555556,0.660089,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",448,20530,0.461757,0.44307,0.477778,0.670027,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A05_skip_df_ref","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",97,"hard","genomics","cDNA",448,20530,0.437255,0.430899,0.444444,0.64982,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","A06_skip_fs_skip_df","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.488574,0.489337,0.522222,0.665305,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 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benchmark panel",11,"hard","genomics","cDNA",448,20530,0.488574,0.485485,0.522222,0.670386,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.432758,0.430837,0.488889,0.618418,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.510069,0.511524,0.555556,0.699578,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.507814,0.512666,0.555556,0.668422,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_lasso","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.51119,0.508887,0.533333,0.672349,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.544022,0.547647,0.577778,0.694787,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.395223,0.397549,0.433333,0.590712,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.546469,0.554741,0.588889,0.700298,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.480554,0.483358,0.511111,0.679795,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_stability_subsample","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.577473,0.57031,0.588889,0.702171,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.534306,0.524189,0.555556,0.693205,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.500162,0.507648,0.522222,0.63929,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.565517,0.570784,0.611111,0.701997,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.553737,0.557835,0.6,0.727713,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_subspace_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.542946,0.530225,0.533333,0.702667,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.517514,0.513054,0.533333,0.664392,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.49941,0.505604,0.522222,0.670379,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.578417,0.589898,0.6,0.697688,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.479994,0.4838,0.522222,0.697448,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_tigress_stability","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.551718,0.537582,0.544444,0.690252,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.526478,0.531525,0.555556,0.683812,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.473478,0.479233,0.511111,0.633415,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.49773,0.500977,0.555556,0.698608,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.487454,0.490072,0.544444,0.70192,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_treeshap","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.606796,0.601852,0.622222,0.737265,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.499602,0.512854,0.533333,0.681029,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46189,0.46468,0.511111,0.622357,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.547973,0.555325,0.588889,0.730809,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.507062,0.510352,0.555556,0.697251,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_RAW_wmw_auc","M_RAW","FS RAW","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.451423,0.452454,0.488889,0.690632,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.521274,0.518418,0.533333,0.708227,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.426611,0.427554,0.455556,0.622565,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.582309,0.584588,0.633333,0.730879,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.437447,0.437322,0.455556,0.621828,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_anova_f","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.514757,0.503944,0.522222,0.70145,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.400103,0.396396,0.411111,0.588815,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.481306,0.485238,0.511111,0.609808,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.436886,0.435678,0.466667,0.629376,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.455551,0.460161,0.466667,0.657059,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_boruta","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.449226,0.442183,0.466667,0.61256,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.484118,0.5,0.663509,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.387395,0.388899,0.433333,0.612002,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.46245,0.463007,0.5,0.63007,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.512693,0.507317,0.533333,0.684774,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_chi_square","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.448843,0.438002,0.444444,0.61752,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.525726,0.518464,0.555556,0.710783,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.474038,0.476852,0.5,0.636939,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.521274,0.519328,0.533333,0.671319,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.407003,0.407845,0.444444,0.623009,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_class_pareto_front","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.512502,0.507459,0.522222,0.703952,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.498658,0.49447,0.522222,0.674573,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.426419,0.430937,0.444444,0.610897,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.49773,0.497989,0.555556,0.679891,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.488766,0.489237,0.533333,0.715733,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cluster_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.420655,0.417111,0.433333,0.629527,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.469527,0.461925,0.5,0.622774,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.47479,0.477987,0.5,0.649478,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.42605,0.425738,0.466667,0.625577,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.426611,0.425733,0.455556,0.60463,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_cmim","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.530046,0.523923,0.544444,0.665997,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.47591,0.467267,0.477778,0.619026,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.461698,0.462361,0.5,0.620208,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.520153,0.519474,0.555556,0.681972,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.454239,0.452089,0.477778,0.647561,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_copula_knockoff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.496462,0.48725,0.5,0.632354,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.439643,0.428438,0.477778,0.623771,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.3659,0.357184,0.4,0.584983,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.447722,0.44303,0.466667,0.649316,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.455182,0.45443,0.488889,0.665128,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_decorrelated_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.435943,0.431725,0.455556,0.656463,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.481115,0.475289,0.5,0.663238,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.529485,0.530962,0.555556,0.667135,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511381,0.512914,0.544444,0.681494,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.443403,0.442508,0.477778,0.676942,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_dove_class_specific","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.446218,0.442631,0.466667,0.666062,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.436695,0.433043,0.455556,0.606782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409067,0.4125,0.433333,0.608314,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.407563,0.406068,0.433333,0.639574,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559738,0.548807,0.555556,0.692203,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ecoc_class_aware","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.464514,0.466023,0.488889,0.660959,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.564573,0.564108,0.6,0.688027,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.424547,0.424501,0.466667,0.632356,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.458558,0.459074,0.466667,0.66696,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.45499,0.452163,0.477778,0.646134,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_fcbf","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.534926,0.513273,0.522222,0.672747,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.431815,0.433667,0.477778,0.64177,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.400103,0.394272,0.411111,0.658197,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.494589,0.49644,0.522222,0.652107,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.464514,0.467369,0.488889,0.639951,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_gradient_boosting","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.534557,0.520498,0.544444,0.695818,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.386451,0.385245,0.422222,0.619389,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.457423,0.435593,0.444444,0.605198,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.473286,0.472489,0.5,0.67387,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559177,0.551568,0.566667,0.673405,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_group_sparse_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.505042,0.488414,0.5,0.645007,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.487822,0.485101,0.522222,0.633408,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.492525,0.490846,0.533333,0.679379,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511573,0.509474,0.555556,0.65938,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.501858,0.499889,0.533333,0.683707,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_hsic_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.578785,0.564839,0.577778,0.723463,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.496034,0.493823,0.544444,0.686173,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.350612,0.350218,0.377778,0.582377,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.473478,0.47453,0.511111,0.665345,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.433687,0.426118,0.455556,0.658244,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ipss","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.454799,0.446154,0.466667,0.66385,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.490078,0.49213,0.522222,0.669782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.45499,0.458333,0.477778,0.653943,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.530989,0.532197,0.555556,0.667493,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.429427,0.426244,0.444444,0.624117,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.572269,0.562288,0.566667,0.716125,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.496594,0.492362,0.533333,0.691399,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.44641,0.444831,0.477778,0.659304,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.537137,0.539696,0.588889,0.713975,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.492334,0.491379,0.522222,0.655719,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_iterative_redundancy_pruning_bounded","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.550597,0.545161,0.566667,0.723225,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.436695,0.433043,0.455556,0.606782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409067,0.4125,0.433333,0.608314,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.407563,0.406068,0.433333,0.639574,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559738,0.548807,0.555556,0.692203,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_auc_l1","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.464514,0.466023,0.488889,0.660959,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.508934,0.510913,0.533333,0.6724,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.48225,0.48582,0.522222,0.649573,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.491582,0.494229,0.522222,0.683011,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.48337,0.483546,0.5,0.674135,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_joint_multiclass_support","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.534174,0.515084,0.522222,0.684132,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.436695,0.433043,0.455556,0.606782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409067,0.4125,0.433333,0.608314,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.407563,0.406068,0.433333,0.639574,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559738,0.548807,0.555556,0.692203,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ktsp","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.464514,0.466023,0.488889,0.660959,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.49941,0.495345,0.522222,0.642115,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.432567,0.431979,0.477778,0.610097,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.504673,0.500913,0.522222,0.669949,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.435943,0.432502,0.455556,0.600108,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_linear_svm","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.412635,0.401693,0.422222,0.588106,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.451231,0.441428,0.477778,0.661586,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.549845,0.545031,0.566667,0.694352,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.45443,0.454221,0.488889,0.630796,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.426611,0.426161,0.455556,0.595837,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mrmr_jmi","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.540321,0.533143,0.555556,0.681035,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.552794,0.547591,0.588889,0.68338,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46677,0.461012,0.488889,0.684629,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.483562,0.483218,0.511111,0.624544,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.353428,0.349963,0.366667,0.57098,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_mutual_information","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.469394,0.455544,0.466667,0.666143,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.499602,0.500317,0.533333,0.705303,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.426242,0.425182,0.477778,0.5997,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.535265,0.527219,0.611111,0.718548,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.501106,0.499824,0.533333,0.695324,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_nearest_shrunken_centroid","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.580289,0.567403,0.577778,0.701679,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.473846,0.475492,0.488889,0.663626,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.369099,0.369251,0.411111,0.575219,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.542208,0.5352,0.577778,0.690688,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.387955,0.390171,0.422222,0.616678,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_oaenet","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.505042,0.489033,0.5,0.653033,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.436695,0.433043,0.455556,0.606782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409067,0.4125,0.433333,0.608314,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.407563,0.406068,0.433333,0.639574,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559738,0.548807,0.555556,0.692203,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_ova_ensemble","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.464514,0.466023,0.488889,0.660959,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.498098,0.495741,0.533333,0.707741,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.427923,0.429427,0.444444,0.631851,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.463954,0.463954,0.5,0.636322,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.473286,0.472733,0.5,0.618674,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_pfc_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.485066,0.482036,0.511111,0.675495,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.454239,0.452367,0.477778,0.665983,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409819,0.406692,0.433333,0.559272,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.494206,0.484447,0.5,0.633893,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.443771,0.430621,0.455556,0.637943,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_random","M_SCAFFOLD","FS SCAF","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.466578,0.460902,0.477778,0.630932,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.442091,0.442042,0.488889,0.631632,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.398039,0.395912,0.422222,0.596692,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.502609,0.500384,0.533333,0.647838,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.462819,0.455359,0.477778,0.63553,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_relieff","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.524281,0.515177,0.533333,0.715536,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.472726,0.472414,0.511111,0.642395,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.367595,0.367568,0.411111,0.582869,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.475542,0.473114,0.5,0.636717,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.443211,0.439061,0.466667,0.604541,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_rfecv","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.587557,0.576096,0.588889,0.759456,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.469718,0.469672,0.511111,0.668416,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.434439,0.432294,0.455556,0.606059,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.426611,0.426611,0.455556,0.608664,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.485994,0.467651,0.477778,0.648596,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_save_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.553782,0.529346,0.533333,0.721402,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.498098,0.495741,0.533333,0.707741,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.427923,0.429427,0.444444,0.631851,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.463954,0.463954,0.5,0.637128,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.473286,0.472733,0.5,0.618674,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sir_sdr","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.46677,0.462029,0.488889,0.674766,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.436695,0.433043,0.455556,0.606782,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.409067,0.4125,0.433333,0.608314,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.407563,0.406068,0.433333,0.639574,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.559738,0.548807,0.555556,0.692203,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_slce_centroid_encoder","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.464514,0.466023,0.488889,0.660959,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.489135,0.479585,0.511111,0.663864,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.503922,0.499871,0.522222,0.635265,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.538641,0.539653,0.588889,0.715642,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.49139,0.487923,0.511111,0.654232,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_sparse_multinomial","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.551909,0.544811,0.555556,0.686726,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.482618,0.476137,0.5,0.631551,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.37824,0.374302,0.4,0.570619,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.461698,0.461212,0.5,0.697675,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.441899,0.439184,0.477778,0.65805,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_lasso","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.486938,0.475036,0.488889,0.656718,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.546277,0.550813,0.577778,0.715289,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.367404,0.368009,0.4,0.544938,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.491774,0.494592,0.533333,0.683285,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.530606,0.524864,0.533333,0.643513,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_stability_subsample","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.439511,0.429783,0.444444,0.593817,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.487071,0.477591,0.522222,0.666262,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.434439,0.429897,0.455556,0.614266,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.499042,0.501879,0.544444,0.655949,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.458322,0.454261,0.522222,0.690883,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_subspace_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.533422,0.515994,0.522222,0.698285,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.495091,0.480577,0.533333,0.636546,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.462819,0.455211,0.477778,0.641321,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.46301,0.460791,0.488889,0.665659,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.498658,0.492864,0.522222,0.656566,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_tigress_stability","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.376043,0.362751,0.377778,0.561818,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.530798,0.527465,0.544444,0.69655,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.48825,0.475462,0.477778,0.613378,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.47423,0.473603,0.511111,0.643163,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.443594,0.443594,0.488889,0.652651,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.534365,0.521429,0.533333,0.689954,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.484314,0.48567,0.511111,0.635745,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.444715,0.44381,0.466667,0.592917,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.539201,0.540828,0.577778,0.715994,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.494958,0.487415,0.5,0.677247,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.49627,0.483265,0.488889,0.665792,"lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.492511,0.471692,0.488889,0.655135,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.479478,0.460825,0.466667,0.633317,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.462126,0.441613,0.455556,0.6379,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.499278,0.481651,0.488889,0.702661,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N01_core_legacy_voting","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.469202,0.448914,0.455556,0.688554,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.494014,0.477672,0.488889,0.653102,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.461374,0.444444,0.455556,0.618911,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.523529,0.516487,0.533333,0.672932,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.537181,0.517942,0.522222,0.726396,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.478535,0.451331,0.455556,0.673232,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.484682,0.477394,0.488889,0.657583,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46789,0.456643,0.466667,0.616341,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.505986,0.494186,0.511111,0.670497,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.537933,0.515148,0.522222,0.745678,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.515126,0.493219,0.5,0.657347,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.497022,0.483538,0.488889,0.653483,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.457806,0.450975,0.466667,0.62166,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.464131,0.447722,0.466667,0.638481,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.536429,0.518393,0.522222,0.727421,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.505602,0.481481,0.488889,0.654127,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.513062,0.501307,0.511111,0.653324,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.430178,0.424331,0.444444,0.625099,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.48393,0.472778,0.488889,0.648874,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.564057,0.542703,0.544444,0.727208,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N05_core_shapley","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.486186,0.477195,0.488889,0.67243,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.484925,0.5,0.667468,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449034,0.441655,0.455556,0.621072,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.476662,0.46504,0.477778,0.658005,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.529161,0.502717,0.511111,0.708839,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N06_core_banzhaf_no_clp","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.506354,0.481837,0.488889,0.671719,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.476471,0.462585,0.466667,0.658577,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.428866,0.425926,0.455556,0.643723,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.467138,0.454497,0.466667,0.653356,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.552469,0.538671,0.544444,0.737999,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","N07_core_banzhaf_no_payoff","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark 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benchmark panel",59,"hard","genomics","cDNA",448,20530,0.478535,0.450636,0.455556,0.67279,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.476426,0.47405,0.533333,0.612849,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C01_old_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.459679,0.440285,0.444444,0.697666,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.515642,0.514657,0.555556,0.748963,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C02_new_regime_legacy_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.459679,0.440285,0.444444,0.697666,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.518841,0.518884,0.566667,0.69847,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.544965,0.547027,0.588889,0.737393,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C03_old_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.551909,0.540692,0.555556,0.741033,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511013,0.504747,0.566667,0.725745,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C04_new_regime_mnpo_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.518841,0.518884,0.566667,0.69847,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.527407,0.48877,0.522222,0.738408,"mnpo_dbda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C05_old_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.551909,0.540692,0.555556,0.741033,"mnpo_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511013,0.504747,0.566667,0.725745,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V19_C06_new_regime_mnpo_val18compat_full64","V","V19 Bridge","val19_classifiers","Val-19 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.485994,0.471359,0.477778,0.645609,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.455934,0.454271,0.488889,0.639318,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.486938,0.474221,0.488889,0.632569,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.545393,0.529906,0.544444,0.732701,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B01_default_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.525593,0.50913,0.522222,0.675197,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.490472,0.5,0.662873,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449978,0.439681,0.466667,0.624191,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.485434,0.474247,0.488889,0.662917,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.520389,0.490066,0.5,0.720941,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.497582,0.471874,0.477778,0.676306,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.481306,0.480096,0.511111,0.686753,"mnpo_elastic_net_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46245,0.469244,0.5,0.607832,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.573728,0.574555,0.633333,0.757945,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.534881,0.535738,0.588889,0.697174,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.505986,0.493185,0.511111,0.709114,"mnpo_elastic_net_lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.527421,0.539095,0.566667,0.645371,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.507253,0.511151,0.566667,0.650881,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.573728,0.574555,0.633333,0.757945,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.494722,0.491843,0.555556,0.628232,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.48713,0.477567,0.5,0.683851,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511013,0.504747,0.566667,0.725745,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.450302,0.44759,0.511111,0.593901,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.515642,0.514657,0.555556,0.748963,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.459679,0.440285,0.444444,0.697666,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.511013,0.504747,0.566667,0.725745,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.462627,0.442857,0.466667,0.667844,"mnpo_rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.46991,0.473735,0.522222,0.646217,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.608816,0.617026,0.677778,0.715576,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.504614,0.498702,0.544444,0.721169,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.523529,0.515707,0.533333,0.692269,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.490472,0.5,0.662873,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449978,0.439681,0.466667,0.624191,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.485434,0.474247,0.488889,0.662917,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.520389,0.490066,0.5,0.720941,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.497582,0.471874,0.477778,0.676306,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.490472,0.5,0.662873,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449978,0.439681,0.466667,0.624191,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.485434,0.474247,0.488889,0.662917,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.520389,0.490066,0.5,0.720941,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.497582,0.471874,0.477778,0.676306,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.503538,0.487492,0.5,0.66992,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.469394,0.45602,0.466667,0.623753,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.528173,0.53484,0.566667,0.688789,"dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.542061,0.48746,0.5,0.699033,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.567065,0.529971,0.544444,0.698043,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.527421,0.539095,0.566667,0.645371,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.507253,0.511151,0.566667,0.650881,"mnpo_tabm"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.573728,0.574555,0.633333,0.757945,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.494722,0.491843,0.555556,0.628232,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.48713,0.477567,0.5,0.683851,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.527421,0.539095,0.566667,0.645371,"pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.446027,0.441984,0.455556,0.597565,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.555801,0.555128,0.588889,0.732074,"rp_ensemble"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.526478,0.527696,0.555556,0.756628,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.542385,0.53378,0.544444,0.722847,"cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.519018,0.516396,0.533333,0.660282,"mnpo_cpda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.459826,0.458772,0.522222,0.599452,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.512325,0.507108,0.555556,0.726013,"mnpo_svm_linear"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.487262,0.490196,0.533333,0.61752,"mnpo_pls_da_classifier"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V20_T03_tabpfn_extreme_only_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.569453,0.565121,0.577778,0.718057,"mnpo_dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.502786,0.490472,0.5,0.662873,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.449978,0.439681,0.466667,0.624191,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.485434,0.474247,0.488889,0.662917,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.520389,0.490066,0.5,0.720941,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_CURRENT_DEFAULT","V21_CURRENT_DEFAULT","Val-21 Current Default","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.497582,0.471874,0.477778,0.676306,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.48825,0.47114,0.477778,0.657436,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.478918,0.463713,0.477778,0.620983,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.490447,0.472605,0.5,0.658895,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.538685,0.512478,0.522222,0.71987,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_INTEGRATED","V21_INTEGRATED","Val-21 Integrated","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.486555,0.45873,0.466667,0.672221,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.511381,0.511212,0.544444,0.668599,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.512325,0.514062,0.555556,0.629905,"mnpo_ensemble_dlda__knn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.575232,0.573333,0.633333,0.71057,"mnpo_ensemble_dlda__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.528365,0.531521,0.577778,0.710203,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER","V21_WINNER","Val-21 Winner","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.506737,0.492382,0.511111,0.694962,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.511381,0.511212,0.544444,0.668599,"mnpo_ensemble_elastic_net_lr__svm_rbf"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.512325,0.514062,0.555556,0.629905,"mnpo_ensemble_dlda__knn"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",37,"hard","genomics","cDNA",448,20530,0.575232,0.573333,0.633333,0.71057,"mnpo_ensemble_dlda__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",42,"hard","genomics","cDNA",448,20530,0.528365,0.531521,0.577778,0.710203,"mnpo_ensemble_svm_linear__dlda"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_LOCKOUT","V21_WINNER_LOCKOUT","Val-21 Winner Lockout","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",59,"hard","genomics","cDNA",448,20530,0.506737,0.492382,0.511111,0.694962,"mnpo_ensemble_elastic_net_lr__lr"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",11,"hard","genomics","cDNA",448,20530,0.503538,0.489258,0.5,0.658311,"nb"],["xena_tcga_stad","TCGA-STAD Stomach (Xena, histological 3-group)","V21_WINNER_METASEL","V21_WINNER_METASEL","Val-21 Winner Meta-Selector","val21_phase1","Val-21 Phase 1","full","Full benchmark panel",23,"hard","genomics","cDNA",448,20530,0.505794,0.489065,0.5,0.623293,"nb"],["xena_tcga_stad","TCGA-STAD 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3-type)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.539855,0.517778,0.763158,0.793718,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",67,"hard","genomics","cDNA",190,20530,0.609903,0.597222,0.842105,0.783442,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",73,"hard","genomics","cDNA",190,20530,0.566425,0.544332,0.763158,0.853735,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","A08_ref_no_regime_gating","A","Anchor","val18_anchors","Val-18 Anchor","full","Full benchmark panel",89,"hard","genomics","cDNA",190,20530,0.539855,0.544836,0.763158,0.781327,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 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histological 3-type)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.525362,0.527879,0.736842,0.795661,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C10_only_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.650966,0.690355,0.789474,0.780575,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.567633,0.540098,0.789474,0.894983,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.595091,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.638889,0.641497,0.815789,0.807623,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.525362,0.527879,0.736842,0.795661,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C11_pool_legacy_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.650966,0.690355,0.789474,0.780575,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 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panel",42,"hard","genomics","cDNA",190,20530,0.538647,0.525983,0.736842,0.837268,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","C12_pool_mnpo_plus_tabpfn_full64","C","Pool","val18_classifiers","Val-18 Classifier","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.650966,0.690355,0.789474,0.784451,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.609903,0.579924,0.842105,0.947351,"dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random FS","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.541063,0.535758,0.789474,0.764876,"dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_RAW_random","M_RAW","FS RAW","val19_random_fs","Val-19 Random 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SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.55314,0.528395,0.763158,0.828424,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.469807,0.481625,0.684211,0.744767,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.513285,0.520915,0.763158,0.757842,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.607488,0.589573,0.710526,0.767178,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_treeshap","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.538647,0.523077,0.736842,0.777917,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.567633,0.540098,0.789474,0.793534,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.525362,0.506132,0.736842,0.597226,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","M_SCAFFOLD_wmw_auc","M_SCAFFOLD","FS SCAF","val18_singletons","Val-18 FS","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.527778,0.528889,0.789474,0.77004,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, 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3-type)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.512077,0.736842,0.70045,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.456522,0.488304,0.684211,0.816835,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.649758,0.652974,0.763158,0.832934,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N02_core_uniform","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.554348,0.535714,0.789474,0.763736,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.567633,0.534392,0.789474,0.880159,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.52657,0.523551,0.763158,0.732809,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.624396,0.627891,0.789474,0.808708,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.496377,0.503566,0.684211,0.788602,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N03_core_tritrust","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.636473,0.63147,0.763158,0.815731,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.595411,0.56146,0.815789,0.919373,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 MNPO","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.624396,0.637778,0.789474,0.846097,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","N04_core_banzhaf","N","Oracle","val18_mnpo","Val-18 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3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.637681,0.596825,0.868421,0.92334,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.733092,0.703203,0.763158,0.852682,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B02_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.609903,0.586399,0.842105,0.859941,"mnpo_svm_rbf"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B03_mnpo_ref_anchor","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.637681,0.596825,0.868421,0.92334,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B04_val19_new_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.595411,0.56146,0.815789,0.919373,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B05_current_pool_mnpo","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.706522,0.696193,0.842105,0.923815,"nsc"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.55314,0.543434,0.684211,0.835444,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.594203,0.587302,0.710526,0.761822,"gqda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,"sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_B06_current_pool_legacy","B","V20 Bridge","val20_bridge","Val-20 Bridge","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,"dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.582126,0.554283,0.815789,0.918995,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.427536,0.451346,0.631579,0.586262,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L01_lr_prior_reduced_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.595411,0.56146,0.815789,0.919373,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.442029,0.45998,0.657895,0.591052,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L02_diversity_top3_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.582126,0.554283,0.815789,0.918995,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.427536,0.451346,0.631579,0.586262,"mnpo_elastic_net_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.611111,0.596522,0.868421,0.849241,"mnpo_knn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.524155,0.487461,0.710526,0.755338,"mnpo_sglnn"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_L03_diversity_top3_lr_prior_full64","L","V20 LR Mitigation","val20_lr","Val-20 LR Mitigation","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.607488,0.586508,0.710526,0.826927,"mnpo_dbda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.637681,0.596825,0.868421,0.92334,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.733092,0.703203,0.763158,0.852682,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P01_bh_alpha_010_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.637681,0.596825,0.868421,0.92334,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.733092,0.703203,0.763158,0.852682,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P02_bh_alpha_020_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.595411,0.571906,0.815789,0.925579,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.520202,0.736842,0.765817,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.595411,0.60101,0.736842,0.823932,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.539855,0.546296,0.763158,0.796463,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_P03_bh_disabled_full64","P","V18 Prefilter","val20_pipeline","Val-20 Pipeline","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.649758,0.640249,0.763158,0.808702,"lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.637681,0.596825,0.868421,0.92334,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.512077,0.515572,0.736842,0.699959,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",37,"hard","genomics","cDNA",190,20530,0.609903,0.608333,0.763158,0.810323,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",42,"hard","genomics","cDNA",190,20530,0.648551,0.615101,0.736842,0.852799,"mnpo_dlda"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T01_no_tabpfn_mnpo_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",59,"hard","genomics","cDNA",190,20530,0.525362,0.519504,0.736842,0.760459,"mnpo_lr"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",11,"hard","genomics","cDNA",190,20530,0.692029,0.674203,0.815789,0.904839,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark panel",23,"hard","genomics","cDNA",190,20530,0.608696,0.59697,0.736842,0.820465,"spatial_median_da"],["xena_tcga_ucec","TCGA-UCEC Uterine (Xena, histological 3-type)","V20_T02_no_tabpfn_legacy_full64","T","V20 TabPFN","val20_tabpfn","Val-20 TabPFN","full","Full benchmark 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